Regression on CH corrupted features
-0.437Negative MSEAutoNFS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AutoNFSFS method=AutoNFS2025.03 | -0.437 | 2.3 | |
| 1L LassoFS method=1L Lasso2025.03 | -0.447 | 6.7 | |
| Deep LassoFS method=Deep Lasso2025.03 | -0.447 | 3.9 | |
| LassoFS method=Lasso2025.03 | -0.449 | 8 | |
| AMFS method=AM2025.03 | -0.449 | 5.2 | |
| LSpinFS method=LSpin2025.03 | -0.449 | 10.2 | |
| AGLFS method=AGL2025.03 | -0.45 | 5 | |
| UnivariateFS method=Univariate2025.03 | -0.451 | 10.3 | |
| LassoNetFS method=LassoNet2025.03 | -0.452 | 6 | |
| RFFS method=RF2025.03 | -0.453 | 6.9 | |
| XGBoostFS method=XGBoost2025.03 | -0.454 | 5 | |
| No FSFS method=No FS2025.03 | -0.475 | 11.7 | |
| STGFS method=STG2025.03 | -0.475 | 11.6 |