Table 2.
The comparison of different methods based on 5-fold cross-validation.
| Method | AUC | AUPR | Precision | Recall | F1-score |
|---|---|---|---|---|---|
| PMDFI | 0.9404 | 0.9373 | 0.8663 | 0.8812 | 0.8736 |
| GBDT-LR | 0.9274 | 0.9014 | 0.8315 | 0.8273 | 0.8302 |
| LMTRDA | 0.8479 | 0.8217 | 0.8013 | 0.6190 | 0.7076 |
| RFMDA | 0.7388 | 0.7034 | 0.6253 | 0.9548 | 0.7453 |