Table 4.
Machine learning model prediction results on the original dataset.
| Model | Accuracy | Precision | Recall | F1-score |
|---|---|---|---|---|
| LR | 81.4 | 82.7 | 84.2 | 84.3 |
| NB | 59.8 | 89.6 | 39.2 | 53.7 |
| SVM | 80.7 | 82.8 | 86.5 | 84.5 |
| ADT | 90.1 | 91.3 | 92.7 | 91.9 |
| KNN | 72.1 | 87.3 | 63.8 | 73.5 |
| RF | 92.0 | 91.3 | 96.0 | 93.6 |
| XGBoost | 90.8 | 92.6 | 92.3 | 92.4 |
| MLP | 79.4 | 83.7 | 82.5 | 82.9 |