Classification on Madelon
91.4AccuracyLS
Evaluation results
| Method | Links | |
|---|---|---|
| LSNumber of selected features=202020.12 | 91.4 | |
| QuickSelectionNumber of selected features=20, Hyperparameter tuning=Grid search2020.12 | 90.9 | |
| QuickSelectionNumber of selected features=20, Epochs=1002020.12 | 90.3 | |
| UFSm=20, runs=102023.05 | 90 | |
| UFS2023.05 | 90 | |
| CAENumber of selected features=202020.12 | 87.5 | |
| WASTm=15, runs=102023.05 | 87 | |
| AEFSm=10, runs=102023.05 | 87 | |
| WAST2023.05 | 87 | |
| AEFS2023.05 | 87 | |
| QuickSelectionNumber of selected features=20, Epochs=102020.12 | 86.6 | |
| RSRm=10, runs=102023.05 | 83 | |
| RSR2023.05 | 83 | |
| MCFSNumber of selected features=202020.12 | 81.7 | |
| UDFSm=20, runs=102023.05 | 74 | |
| UDFS2023.05 | 74 | |
| AllFearuns=102023.05 | 73 | |
| AllFea2023.05 | 73 | |
| CAEm=15, runs=102023.05 | 65 | |
| CAE2023.05 | 65 | |
| FCAENumber of selected features=202020.12 | 53.5 | |
| AEFSNumber of selected features=202020.12 | 52.1 | |
| DUFSm=20, runs=102023.05 | 52 | |
| DUFS2023.05 | 52 | |
| LSm=20, runs=102023.05 | 51 | |
| LS2023.05 | 51 |