LightGBM

LR

RF

KNN

DT

AUC

0.829

[0.824, 0.834]

0.704

[0.689, 0.718]

0.813

[0.803, 0.822]

0.612

[0.601, 0.623]

0.634

[0.621, 0.648]

F1 Score

0.486

[0.467, 0.505]

0.197

[0.163, 0.231]

0.397

[0.379, 0.415]

0.206

[0.193, 0.219]

0.391

[0.369 ,0.413]