Feature Selection on HI (Precision, Recall)
0.861PrecisionDeep Lasso
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Deep Lasso% extraneous features=502023.11 | 0.861 | 0.861 | |
| Univariate% extraneous features=752023.11 | 0.843 | 0.843 | |
| LassoNet% extraneous features=502023.11 | 0.818 | 0.818 | |
| XGBoost% extraneous features=502023.11 | 0.818 | 0.818 | |
| 1L Lasso% extraneous features=502023.11 | 0.811 | 0.811 | |
| RF% extraneous features=502023.11 | 0.807 | 0.807 | |
| AM% extraneous features=502023.11 | 0.789 | 0.789 | |
| RF% extraneous features=752023.11 | 0.789 | 0.789 | |
| Univariate% extraneous features=502023.11 | 0.786 | 0.786 | |
| Deep Lasso% extraneous features=752023.11 | 0.775 | 0.775 | |
| Lasso% extraneous features=502023.11 | 0.75 | 0.75 | |
| AGL% extraneous features=502023.11 | 0.704 | 0.704 | |
| Lasso% extraneous features=752023.11 | 0.679 | 0.679 | |
| AGL% extraneous features=752023.11 | 0.654 | 0.654 | |
| LassoNet% extraneous features=752023.11 | 0.65 | 0.65 | |
| XGBoost% extraneous features=752023.11 | 0.643 | 0.643 | |
| 1L Lasso% extraneous features=752023.11 | 0.632 | 0.632 |