import numpy as np

# Write your code here.

# Write your code here.

from sklearn.feature_selection import SelectKBest, f_classif

# Write your code here.

from sklearn.model_selection import train_test_split

# Write your code here.

from sklearn.pipeline import make_pipeline

# Write your code here.