Table 7.
Performance evaluation metrics for models used in this study.
| Model | Accuracy | Precision | Sensitivity | Specificity | F1 Score |
|---|---|---|---|---|---|
| LR | 0.78 | 0.78 | 0.98 | 0.14 | 0.868 |
| RF | 0.75 | 0.796 | 0.896 | 0.33 | 0.843 |
| DT | 0.71 | 0.819 | 0.785 | 0.495 | 0.801 |
| SVM | 0.76 | 0.762 | 0.987 | 0.10 | 0.86 |
| KNN | 0.74 | 0.806 | 0.852 | 0.404 | 0.828 |
| ANN | 0.79 | 0.86 | 0.91 | 0.43 | 0.884 |