Feature Selection on AL random extraneous features (Precision/Recall)
100PrecisionUnivariate
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Univariate% extraneous features=502023.11 | 100 | 100 | |
| LassoNet% extraneous features=502023.11 | 100 | 100 | |
| Deep Lasso% extraneous features=502023.11 | 100 | 100 | |
| Univariate% extraneous features=752023.11 | 100 | 100 | |
| Lasso% extraneous features=752023.11 | 100 | 100 | |
| LassoNet% extraneous features=752023.11 | 100 | 100 | |
| Deep Lasso% extraneous features=752023.11 | 99 | 99 | |
| Lasso% extraneous features=502023.11 | 98.7 | 98.7 | |
| AGL% extraneous features=502023.11 | 94.6 | 94.6 | |
| XGBoost% extraneous features=502023.11 | 94.5 | 94.5 | |
| XGBoost% extraneous features=752023.11 | 93.8 | 93.8 | |
| RF% extraneous features=752023.11 | 91.8 | 91.8 | |
| RF% extraneous features=502023.11 | 90.1 | 90.1 | |
| 1L Lasso% extraneous features=752023.11 | 88.2 | 88.2 | |
| AGL% extraneous features=752023.11 | 85.6 | 85.6 | |
| 1L Lasso% extraneous features=502023.11 | 77.6 | 77.6 | |
| AM% extraneous features=502023.11 | 76.8 | 76.8 |