Feature Selection on CH (Precision, Recall)
100PrecisionUnivariate
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Univariate% extraneous features=502023.11 | 100 | 100 | |
| Lasso% extraneous features=502023.11 | 100 | 100 | |
| RF% extraneous features=502023.11 | 100 | 100 | |
| XGBoost% extraneous features=502023.11 | 100 | 100 | |
| Univariate% extraneous features=752023.11 | 100 | 100 | |
| Lasso% extraneous features=752023.11 | 100 | 100 | |
| AGL% extraneous features=752023.11 | 100 | 100 | |
| LassoNet% extraneous features=752023.11 | 100 | 100 | |
| RF% extraneous features=752023.11 | 100 | 100 | |
| XGBoost% extraneous features=752023.11 | 100 | 100 | |
| 1L Lasso% extraneous features=502023.11 | 98.8 | 98.8 | |
| LassoNet% extraneous features=502023.11 | 98.8 | 98.8 | |
| Deep Lasso% extraneous features=502023.11 | 98.8 | 98.8 | |
| 1L Lasso% extraneous features=752023.11 | 97.5 | 97.5 | |
| AM% extraneous features=502023.11 | 96.2 | 96.2 | |
| Deep Lasso% extraneous features=752023.11 | 95 | 95 | |
| AGL% extraneous features=502023.11 | 73.8 | 73.8 |