| Model | KS | AUC | F1-Score | Recall | PRAUC | Precision | Accuracy |
| LR | 0.8937 | 0.9904 | 0.9405 | 0.9125 | 0.9912 | 0.9702 | 0.9422 |
| LDA | 0.8710 | 0.9774 | 0.9080 | 0.8437 | 0.9784 | 0.9828 | 0.9145 |
| KNN | 0.9993 | 0.9997 | 0.9989 | 1.0000 | 0.9993 | 0.9979 | 0.9989 |
| CART | 0.9965 | 0.9983 | 0.9983 | 0.9991 | 0.9970 | 0.9974 | 0.9983 |
| NB | 0.8262 | 0.9501 | 0.9063 | 0.8487 | 0.9542 | 0.9722 | 0.9122 |
| SVM | 0.9675 | 0.9984 | 0.9836 | 0.9862 | 0.9982 | 0.9810 | 0.9836 |
| RF | 0.9999 | 0.9999 | 0.9999 | 0.9999 | 0.9999 | 0.9998 | 0.9999 |
| XGB | 0.9980 | 0.9999 | 0.9989 | 0.9998 | 0.9999 | 0.9979 | 0.9989 |
| Light GBM | 0.9992 | 0.9999 | 0.9993 | 0.9999 | 0.9999 | 0.9986 | 0.9993 |