Table 5.
Model performance comparative model on the training set.
| Model | PRE | SEN | SPE | ACC | F1 | ROC-AUC | PR-AUC |
|---|---|---|---|---|---|---|---|
| LR | 0.7114 | 0.4864 | 0.8539 | 0.6975 | 0.5778 | 0.7341 | 0.7126 |
| SVM | 0.7298 | 0.7075 | 0.8061 | 0.7641 | 0.7185 | 0.8442 | 0.7018 |
| XGBoost | 0.7391 | 0.7517 | 0.8035 | 0.7815 | 0.7454 | 0.8751 | 0.8233 |
| SAFWRE | 0.8921 | 0.8435 | 0.9244 | 0.8900 | 0.8671 | 0.9727 | 0.9663 |