SMOTE Extension results (testing)
| Method | Accuracy – test | Specificity – test | Precision – test | Recall – test | F1-score – test | AUC – test |
|---|---|---|---|---|---|---|
| SMOTE | 0.98 | 0.98 | 0.98 | 0.99 | 0.98 | 0.99 |
| Borderline SMOTE | 0.99 | 0.98 | 0.98 | 0.99 | 0.98 | 0.99 |
| ADASYN | 0.97 | 0.96 | 0.97 | 0.98 | 0.97 | 0.99 |
| KMeans SMOTE (K = 100) | 0.97 | 0.97 | 0.99 | 0.94 | 0.97 | 0.99 |
| Method | Accuracy – test | Specificity – test | Precision – test | Recall – test | F1-score – test | |
|---|---|---|---|---|---|---|
| 0.98 | 0.98 | 0.98 | 0.99 | 0.98 | 0.99 | |
| Borderline | 0.99 | 0.98 | 0.98 | 0.99 | 0.98 | 0.99 |
| 0.97 | 0.96 | 0.97 | 0.98 | 0.97 | 0.99 | |
| KMeans | 0.97 | 0.97 | 0.99 | 0.94 | 0.97 | 0.99 |
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