Feature Selection on Syn3
100TPRCompFS
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CompFSk=52022.11 | 100 | 0 | 0.68 | 1.3 | 97.4 | — | |
| Oracle2022.11 | 100 | 0 | 0.67 | 1 | 100 | — | |
| STG2022.11 | 100 | 0 | 0.67 | 1 | 95.3 | — | |
| GBDT2022.11 | 100 | 0 | 0.67 | 1 | 98.5 | — | |
| Oracle+Cluster2022.11 | 100 | 0 | 0.5 | 2 | 100 | — | |
| Ensemble STG2022.11 | 100 | 0 | 0.67 | 1 | 84.6 | — | |
| CompFSk=12022.11 | 96.7 | 2.5 | 0.65 | 1 | 94.5 | — | |
| Sup-CAE2022.11 | 23.3 | 66.7 | 0.23 | 1 | 62.6 | — | |
| LASSO2022.11 | 0 | 0 | 0 | 0 | 56.5 | — | |
| Group LASSO2022.11 | 0 | 0 | 0 | 0 | 54.6 | — | |
| Unsup-CAE2022.11 | 0 | 100 | 0 | 1 | — | 0.999 | |
| Random Forests2022.11 | 0 | 0 | 0.54 | 3.6 | 51.3 | — |