Table 5.
Dataset | AUC/% | Recall rate/% | Precision/% | F1-score |
Random oversampling | 97.62 | 88.94 | 33.28 | 48.44 |
SMOTE | 97.3 | 88.56 | 34.95 | 50.12 |
SMOTE&Tomek-link | 97.41 | 88.98 | 34.61 | 49.84 |
DATAIMBALANCED | 88.38 | 74.12 | 35.12 | 47.66 |
Dataset | AUC/% | Recall rate/% | Precision/% | F1-score |
Random oversampling | 97.62 | 88.94 | 33.28 | 48.44 |
SMOTE | 97.3 | 88.56 | 34.95 | 50.12 |
SMOTE&Tomek-link | 97.41 | 88.98 | 34.61 | 49.84 |
DATAIMBALANCED | 88.38 | 74.12 | 35.12 | 47.66 |