TABLE 3.
Performance of models on the test set.
| Model | Accuracy (%) | Sensitivity | Specificity | MCC |
|---|---|---|---|---|
| KNN | 94 | 0.75 | 0.98 | 0.78 |
| SVM | 96 | 0.82 | 0.99 | 0.87 |
| RF | 98 | 0.95 | 0.99 | 0.95 |
| GNB | 96 | 0.86 | 0.98 | 0.85 |
Performance of models on the test set.
| Model | Accuracy (%) | Sensitivity | Specificity | MCC |
|---|---|---|---|---|
| KNN | 94 | 0.75 | 0.98 | 0.78 |
| SVM | 96 | 0.82 | 0.99 | 0.87 |
| RF | 98 | 0.95 | 0.99 | 0.95 |
| GNB | 96 | 0.86 | 0.98 | 0.85 |