Classifier

Recall

AUC

Accuracy

Logistic Regression

Qualified

0.936

0.862

89.22%

IRD

0.605

0.857

UPD

0.364

0.545

LogitBoost

Qualified

0.968

0.932

91.46%

IRD

0.592

0.916

UPD

0.091

0.919

Discrete AdaBoost (AdaBoost M1)

Qualified

0.992

0.884

88.66%

IRD

0.145

0.870

UPD

0.000

0.883

Decision Tree (J48)

Qualified

0.941

0.699

89.36%

IRD

0.579

0.701

UPD

0.364

0.653