| Algorithms | Accuracy (%) | Log Loss | Precision (%) | Recall (%) |
| AdaBoost | 82.78 | 5.94 | 83.33 | 82.50 |
| GBM | 86.96 | 4.50 | 86.49 | 80.00 |
| LGBM | 96.46 | 1.22 | 96.27 | 96.75 |
| XGBoost | 96.71 | 1.13 | 96.98 | 96.50 |
| CatBoost | 96.96 | 1.04 | 96.53 | 97.50 |
| Random Forest | 96.84 | 1.09 | 97.47 | 96.25 |
| Decision Trees | 94.30 | 1.96 | 95.63 | 93.00 |
| LGBM-CatBoost | 99.37 | 0.25 | 99.50 | 99.25 |