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Performance comparison among different oversampling strategies adopted in STANet.
| Method | Accuracy | F1-Score | Recall | AUC |
|---|---|---|---|---|
| Random Oversampling | 76.67% | 84.53% | 78.38% | 81.06% |
| SMOTE | 82.38% | 88.18% | 82.38% | 90.72% |
| ADASYN | 75. 24% | 82. 04% | 85.14% | 86.39% |
| Borderline-SMOTE | 78.10% | 85.75% | 79.52% | 85.39% |
| SMOTE Tomek | 74.92% | 83.58% | 79.52% | 88.06% |
| SVMSMOTE | 72.38% | 81.56% | 75.10% | 80.00% |
