TABLE II. Performance Metrics for Optimized Models.
| Algorithm | AUC | Sensitivity | Accuracy |
|---|---|---|---|
| GB | 0.850 | 0.692 | 0.882 |
| RF | 0.846 | 0.683 | 0.888 |
| SVM (RBF) | 0.833 | 0.686 | 0.885 |
| DT | 0.837 | 0.678 | 0.890 |
| NB | 0.821 | 0.664 | 0.867 |
| LR | 0.823 | 0.717 | 0.809 |
| kNN | 0.826 | 0.699 | 0.851 |
| Algorithm | AUC | Sensitivity | Accuracy |
|---|---|---|---|
| GB | 0.850 | 0.692 | 0.882 |
| RF | 0.846 | 0.683 | 0.888 |
| SVM (RBF) | 0.833 | 0.686 | 0.885 |
| DT | 0.837 | 0.678 | 0.890 |
| NB | 0.821 | 0.664 | 0.867 |
| LR | 0.823 | 0.717 | 0.809 |
| kNN | 0.826 | 0.699 | 0.851 |