Feature Selection on Syn4
100TPROracle
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Oracle2022.11 | 100 | 0 | 0.5 | 1 | 100 | — | |
| STG2022.11 | 100 | 66.7 | 0.17 | 1 | 94.2 | — | |
| Random Forests2022.11 | 100 | 63.5 | 0.12 | 9.8 | 82.1 | — | |
| GBDT2022.11 | 100 | 0 | 0.44 | 3 | 98.5 | — | |
| Oracle+Cluster2022.11 | 100 | 0 | 0.58 | 2 | 100 | — | |
| Ensemble STG2022.11 | 100 | 66.7 | 0.17 | 1 | 81.2 | — | |
| CompFSk=52022.11 | 90 | 51.9 | 0.47 | 2.5 | 95.8 | — | |
| CompFSk=12022.11 | 75 | 63.1 | 0.18 | 1 | 92.8 | — | |
| Sup-CAE2022.11 | 72.5 | 16.7 | 0.39 | 1 | 72.2 | — | |
| Unsup-CAE2022.11 | 32.5 | 67.5 | 0.15 | 1 | — | 0.983 | |
| LASSO2022.11 | 0 | 0 | 0 | 0 | 51.8 | — | |
| Group LASSO2022.11 | 0 | 10 | 0 | 0.1 | 53 | — |