Classification on AL corrupted features
95.7AccuracyAutoNFS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AutoNFSFS method=AutoNFS2025.03 | 95.7 | 2.3 | |
| UnivariateFS method=Univariate2025.03 | 95.5 | 10.3 | |
| LassoFS method=Lasso2025.03 | 95.5 | 8 | |
| 1L LassoFS method=1L Lasso2025.03 | 95.5 | 6.7 | |
| LassoNetFS method=LassoNet2025.03 | 95.5 | 6 | |
| AMFS method=AM2025.03 | 95.5 | 5.2 | |
| Deep LassoFS method=Deep Lasso2025.03 | 95.5 | 3.9 | |
| XGBoostFS method=XGBoost2025.03 | 95.4 | 5 | |
| AGLFS method=AGL2025.03 | 95.3 | 5 | |
| RFFS method=RF2025.03 | 95.1 | 6.9 | |
| LSpinFS method=LSpin2025.03 | 94.7 | 10.2 | |
| No FSFS method=No FS2025.03 | 94.6 | 11.7 | |
| STGFS method=STG2025.03 | 94.5 | 11.6 | |
| ProtoGateFS method=ProtoGate2025.03 | 91.8 | 12.5 |