Classifier

Precision

Recall

F1-score

Accuracy

AUC

XGBoost

0.7037

0.8492

0.7696

0.9286

0.9477

LightGBM

0.5730

0.8771

0.6932

0.8910

0.9393

DecisionTree

0.9111

0.8547

0.7234

0.9082

0.9111

KNN

0.2430

0.5363

0.3345

0.7004

0.6501

GBDT

0.6446

0.8715

0.7411

0.9145

0.9350

ExtraTrees

0.2838

0.8212

0.4218

0.6839

0.8335

GA-XGBoost

0.7059

0.8715

0.7800

0.9310

0.9561