Model,AUC-ROC,AUC-PR,Brier Score,Accuracy,F1,Precision,Recall,Optimal Threshold
XGBoost,0.8851757602973829,0.6893562289534453,0.10220314555662374,0.8215648854961832,0.6012793176972282,0.49823321554770317,0.7580645161290323,0.13127800822257996
LightGBM,0.8911758101938478,0.6984966289637278,0.10112678158923961,0.8530534351145038,0.6350710900473934,0.5677966101694916,0.7204301075268817,0.16446829069780428
CatBoost,0.8660841254397127,0.6584722014401646,0.117169025961951,0.8520992366412213,0.5974025974025974,0.5778894472361809,0.6182795698924731,0.5463220983932705
Ensemble,0.8841591198263603,0.6933301285721436,0.09600139682009662,0.8349236641221374,0.6197802197802198,0.5241635687732342,0.7580645161290323,0.20816144075937387