Feature Selection on GE with random extraneous features
100ROC-AUCForest
Evaluation results
| Method | Links | |
|---|---|---|
| Forest%=752023.11 | 100 | |
| XGBoost%=752023.11 | 100 | |
| RF%=502023.11 | 99.8 | |
| XGBoost%=502023.11 | 94.3 | |
| Univariate%=502023.11 | 92.6 | |
| Univariate%=752023.11 | 87.2 | |
| Lasso%=752023.11 | 78.1 | |
| AM%=502023.11 | 77 | |
| LassoNet%=502023.11 | 66.4 | |
| LassoNet%=752023.11 | 53.1 | |
| 1L Lasso%=502023.11 | 51.3 | |
| AGL%=752023.11 | 49.2 | |
| Deep Lasso%=502023.11 | 48.2 | |
| 1L Lasso%=752023.11 | 47.7 | |
| AGL%=502023.11 | 47.1 | |
| Lasso%=502023.11 | 37.1 | |
| Deep Lasso%=752023.11 | 27.3 |