Classification on EY corrupted features
62.5AccuracyAutoNFS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AutoNFSFS method=AutoNFS2025.03 | 62.5 | 2.3 | |
| AGLFS method=AGL2025.03 | 58.8 | 5 | |
| AMFS method=AM2025.03 | 58.3 | 5.2 | |
| XGBoostFS method=XGBoost2025.03 | 58.3 | 5 | |
| Deep LassoFS method=Deep Lasso2025.03 | 57.7 | 3.9 | |
| RFFS method=RF2025.03 | 57.4 | 6.9 | |
| LassoNetFS method=LassoNet2025.03 | 57 | 6 | |
| 1L LassoFS method=1L Lasso2025.03 | 56.6 | 6.7 | |
| STGFS method=STG2025.03 | 55.9 | 11.6 | |
| No FSFS method=No FS2025.03 | 55.7 | 11.7 | |
| UnivariateFS method=Univariate2025.03 | 55.6 | 10.3 | |
| LSpinFS method=LSpin2025.03 | 55.4 | 10.2 | |
| LassoFS method=Lasso2025.03 | 54.8 | 8 | |
| ProtoGateFS method=ProtoGate2025.03 | 54 | 12.5 |