Model

KS

AUC

F1-Score

Recall

PRAUC

Precision

Accuracy

LR

0.9090

0.9517

0.0937

0.9308

0.4901

0.0493

0.9726

LDA

0.9090

0.9153

0.1408

0.8462

0.4616

0.0768

0.9843

KNN

0.9090

0.9337

0.5622

0.8692

0.6424

0.4154

0.9979

CART

0.9090

0.8949

0.4671

0.7923

0.5619

0.3312

0.9972

NB

0.9090

0.9261

0.0971

0.8769

0.4643

0.0514

0.9752

SVM

0.9090

0.9293

0.1258

0.8769

0.4724

0.0678

0.9815

RF

0.9090

0.9191

0.8352

0.8385

0.8354

0.8321

0.9995

XGB

0.9090

0.9412

0.5239

0.8846

0.6285

0.3722

0.9976

Light GBM

0.9090

0.9339

0.6141

0.8692

0.6721

0.4748

0.9983