Feature Selection on MI with random extraneous features
100ROC AUCXGBoost
Evaluation results
| Method | Links | |
|---|---|---|
| XGBoost%=752023.11 | 100 | |
| Univariate%=502023.11 | 99.3 | |
| Univariate%=752023.11 | 99.3 | |
| XGBoost%=502023.11 | 96.8 | |
| Deep Lasso%=752023.11 | 95.9 | |
| Deep Lasso%=502023.11 | 95.7 | |
| 1L Lasso%=502023.11 | 94.7 | |
| AGL%=502023.11 | 92.5 | |
| AGL%=752023.11 | 89.1 | |
| 1L Lasso%=752023.11 | 83 | |
| AM%=502023.11 | 70.4 | |
| Forest%=752023.11 | 70 | |
| LassoNet%=502023.11 | 63 | |
| Lasso%=752023.11 | 59.7 | |
| Lasso%=502023.11 | 59.6 | |
| RF%=502023.11 | 55.9 | |
| LassoNet%=752023.11 | 44.8 |