Feature Selection on Syn1
100TPRCompFS
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CompFSk=52022.11 | 100 | 0 | 91 | 2.2 | 98.9 | — | |
| Oracle2022.11 | 100 | 0 | 50 | 1 | 100 | — | |
| CompFSk=12022.11 | 100 | 0 | 50 | 1 | 99.1 | — | |
| LASSO2022.11 | 100 | 0 | 50 | 1 | 81.8 | — | |
| Group LASSO2022.11 | 100 | 0 | 67 | 3 | 83.8 | — | |
| STG2022.11 | 100 | 0 | 50 | 1 | 97.8 | — | |
| Sup-CAE2022.11 | 100 | 0 | 50 | 1 | 97.8 | — | |
| Random Forests2022.11 | 100 | 0 | 68 | 2.8 | 96.6 | — | |
| GBDT2022.11 | 100 | 0 | 50 | 1 | 100 | — | |
| Oracle+Cluster2022.11 | 100 | 0 | 50 | 2 | 100 | — | |
| Ensemble STG2022.11 | 100 | 0 | 50 | 1 | 93.5 | — | |
| Unsup-CAE2022.11 | 0 | 100 | 0 | 1 | — | 0.999 |