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Comparison of different oversampling techniques.
| Datasets | Techniques | Accuracy (%) |
|---|---|---|
| CMD | ROA | 98.4 |
| ADASYN | 97.8 | |
| SMOTE | 97.3 | |
| Unbalanced | 93.8 | |
| CCA | ROA | 96.33 |
| ADASYN | 95.63 | |
| SMOTE | 95.21 | |
| Unbalanced | 85.51 | |
| AAGM | ROA | 90.36 |
| ADASYN | 91.45 | |
| SMOTE | 90.09 | |
| Unbalanced | 88.53 |
Bold indicates the highest accuracy.
