Predict 0 1
Actual
0 1 1
1 0 4
Overall Statistics :
95% CI (0.53513,1.13154)
AUNP 0.75
AUNU 0.75
Bennett_S 0.66667
CBA 0.65
Chi-Squared 2.4
Chi-Squared DF 1
Conditional Entropy 0.33333
Cramer_V 0.63246
Cross Entropy 1.03701
Gwet_AC1 0.73333
Hamming Loss 0.16667
Joint Entropy 1.25163
KL Divergence 0.11871
Kappa 0.57143
Kappa 95% CI (-0.19538,1.33824)
Kappa No Prevalence 0.66667
Kappa Standard Error 0.39123
Kappa Unbiased 0.55556
Lambda A 0.5
Lambda B 0.0
Mutual Information 0.31669
NIR 0.66667
Overall_ACC 0.83333
Overall_CEN 0.39624
Overall_J (1.3,0.65)
Overall_MCC 0.63246
Overall_MCEN 0.27683
Overall_RACC 0.61111
Overall_RACCU 0.625
P-Value 0.35117
PPV_Macro 0.9
PPV_Micro 0.83333
Phi-Squared 0.4
RR 3.0
Reference Entropy 0.9183
Response Entropy 0.65002
Scott_PI 0.55556
Standard Error 0.15215
Strength_Of_Agreement(Altman) Moderate
Strength_Of_Agreement(Cicchetti) Fair
Strength_Of_Agreement(Fleiss) Intermediate to Good
Strength_Of_Agreement(Landis and Koch) Moderate
TPR_Macro 0.75
TPR_Micro 0.83333
Zero-one Loss 1
Class Statistics :
Classes 0 1
ACC(Accuracy) 0.83333 0.83333
AUC(Area under the roc curve) 0.75 0.75
BM(Informedness or bookmaker informedness) 0.5 0.5
CEN(Confusion entropy) 0.52832 0.35221
DOR(Diagnostic odds ratio) None None
ERR(Error rate) 0.16667 0.16667
F0.5(F0.5 score) 0.83333 0.83333
F1(F1 score - harmonic mean of precision and sensitivity) 0.66667 0.88889
F2(F2 score) 0.55556 0.95238
FDR(False discovery rate) 0.0 0.2
FN(False negative/miss/type 2 error) 1 0
FNR(Miss rate or false negative rate) 0.5 0.0
FOR(False omission rate) 0.2 0.0
FP(False positive/type 1 error/false alarm) 0 1
FPR(Fall-out or false positive rate) 0.0 0.5
G(G-measure geometric mean of precision and sensitivity) 0.70711 0.89443
IS(Information score) 1.58496 0.26303
J(Jaccard index) 0.5 0.8
LR+(Positive likelihood ratio) None 2.0
LR-(Negative likelihood ratio) 0.5 0.0
MCC(Matthews correlation coefficient) 0.63246 0.63246
MCEN(Modified confusion entropy) 0.5 0.46439
MK(Markedness) 0.8 0.8
N(Condition negative) 4 2
NPV(Negative predictive value) 0.8 1.0
P(Condition positive or support) 2 4
POP(Population) 6 6
PPV(Precision or positive predictive value) 1.0 0.8
PRE(Prevalence) 0.33333 0.66667
RACC(Random accuracy) 0.05556 0.55556
RACCU(Random accuracy unbiased) 0.0625 0.5625
TN(True negative/correct rejection) 4 1
TNR(Specificity or true negative rate) 1.0 0.5
TON(Test outcome negative) 5 1
TOP(Test outcome positive) 1 5
TP(True positive/hit) 1 4
TPR(Sensitivity, recall, hit rate, or true positive rate) 0.5 1.0
dInd(Distance index) 0.5 0.5
sInd(Similarity index) 0.64645 0.64645