Table 5.
Machine learning model prediction results in the balanced dataset.
| Model | Accuracy | Precision | Recall | F1-score |
|---|---|---|---|---|
| LR | 83.6 | 84.9 | 81.2 | 83.1 |
| NB | 68.4 | 75.8 | 54.4 | 62.7 |
| SVM | 81.1 | 83.0 | 77.2 | 80.1 |
| ADT | 91.0 | 91.2 | 90.1 | 90.9 |
| KNN | 75.0 | 91.9 | 54.8 | 68.4 |
| RF | 92.2 | 93.0 | 91.2 | 92.0 |
| XGBoost | 91.2 | 91.1 | 91.6 | 91.2 |
| MLP | 81.4 | 81.9 | 83.2 | 82.4 |