准确率

精确率

召回率

F1值

AUC

特征个数

Lasso-CatBoost

0.8268

0.8447

0.9548

0.8964

0.7838

17

Logistics

0.7848

0.7848

1

0.8794

0.6491

23

RandomForest

0.8240

0.8421

0.9547

0.8949

0.7705

23

Adaboost

0.8231

0.8410

0.9551

0.8945

0.7691

23

Xgboost

0.8234

0.8432

0.9520

0.8943

0.7781

23

LightGBM

0.8156

0.8424

0.9411

0.8890

0.7564

23