Classification on Breast Cancer (Improvement in Balanced Accuracy)
3.3Balanced Accuracy ImprovementRAE
Evaluation Results
| Method | Links | |
|---|---|---|
| RAEClassifier=MLP, Dimensionality Reduction=PCA2026.04 | 3.3 | |
| TVAEClassifier=MLP, Dimensionality Reduction=PCA2026.04 | -0.3 | |
| WCClassifier=MLP, Dimensionality Reduction=PCA2026.04 | -0.6 | |
| SMOTEClassifier=MLP, Dimensionality Reduction=PCA2026.04 | -2.9 | |
| SVMSMOTEClassifier=MLP, Dimensionality Reduction=PCA2026.04 | -4.1 | |
| GCClassifier=MLP, Dimensionality Reduction=PCA2026.04 | -4.2 | |
| WClassifier=MLP, Dimensionality Reduction=PCA2026.04 | -8.7 | |
| CTGANClassifier=MLP, Dimensionality Reduction=PCA2026.04 | -10.5 |