Algorithms | F1 Score (%) | ROC-AUC | PR AUC (%) |
AdaBoost | 82.91 | 82.27 | 77.61 |
GBM | 87.24 | 86.94 | 82.18 |
LGBM | 96.51 | 96.45 | 94.78 |
XGBoost | 96.74 | 96.71 | 95.36 |
CatBoost | 97.01 | 96.95 | 95.38 |
Random Forest | 96.86 | 96.84 | 95.71 |
Decision Trees | 94.30 | 94.32 | 92.48 |
LGBM-CatBoost | 99.37 | 99.91 | 99.90 |