Feature Selection on Syn2
100TPROracle
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Oracle2022.11 | 100 | 0 | 0.5 | 1 | 100 | — | |
| STG2022.11 | 100 | 0 | 0.5 | 1 | 93.9 | — | |
| GBDT2022.11 | 100 | 0 | 0.54 | 2.2 | 99 | — | |
| Oracle+Cluster2022.11 | 100 | 0 | 0.58 | 2 | 100 | — | |
| Ensemble STG2022.11 | 100 | 0 | 0.5 | 1 | 86.9 | — | |
| CompFSk=52022.11 | 95 | 0 | 0.9 | 1.8 | 95.5 | — | |
| CompFSk=12022.11 | 85 | 2 | 0.48 | 1 | 90.2 | — | |
| Sup-CAE2022.11 | 37.5 | 42.5 | 0.24 | 1 | 61.9 | — | |
| LASSO2022.11 | 0 | 0 | 0 | 0 | 52.6 | — | |
| Group LASSO2022.11 | 0 | 0 | 0 | 0 | 52.2 | — | |
| Unsup-CAE2022.11 | 0 | 100 | 0 | 1 | — | 0.995 | |
| Random Forests2022.11 | 0 | 0 | 0.28 | 6.8 | 62.9 | — |