Classification on JA 75% noise
72.1AccuracyXGBoost + MLP
Evaluation Results
| Method | Links | |
|---|---|---|
| XGBoost + MLPFeature Selection=XGBoost, Downstream Model=MLP2026.03 | 72.1 | |
| Deep Lasso + MLPFeature Selection=Deep Lasso, Downstream Model=MLP2026.03 | 71.8 | |
| LassoFlexNetFeature Selection=End-to-end2026.03 | 71.8 | |
| Lasso + MLPFeature Selection=Lasso, Downstream Model=MLP2026.03 | 71.7 | |
| RF + MLPFeature Selection=RF, Downstream Model=MLP2026.03 | 71.6 | |
| 1L Lasso + MLPFeature Selection=1L Lasso, Downstream Model=MLP2026.03 | 71.5 | |
| AGL + MLPFeature Selection=AGL, Downstream Model=MLP2026.03 | 71.4 | |
| LassoNet + MLPFeature Selection=LassoNet, Downstream Model=MLP2026.03 | 70.8 | |
| No FS + MLPFeature Selection=None, Downstream Model=MLP2026.03 | 68.6 | |
| Univariate + MLPFeature Selection=Univariate, Downstream Model=MLP2026.03 | 68.6 |