Classification on monk2 (Improvement in Balanced Accuracy)
3.7Improvement in Balanced AccuracySMOTE
Evaluation Results
| Method | Links | |
|---|---|---|
| SMOTEClassifier=MLP, Dimensionality Reduction=PCA2026.04 | 3.7 | |
| RAEClassifier=MLP, Dimensionality Reduction=PCA2026.04 | 3 | |
| SVMSMOTEClassifier=MLP, Dimensionality Reduction=PCA2026.04 | 0.2 | |
| WCClassifier=MLP, Dimensionality Reduction=PCA2026.04 | -2.6 | |
| GCClassifier=MLP, Dimensionality Reduction=PCA2026.04 | -2.8 | |
| TVAEClassifier=MLP, Dimensionality Reduction=PCA2026.04 | -10 | |
| CTGANClassifier=MLP, Dimensionality Reduction=PCA2026.04 | -19.7 | |
| WClassifier=MLP, Dimensionality Reduction=PCA2026.04 | -22.3 |