Regression on MI
-0.892Negative RMSEXGBoost
Evaluation results
| Method | Links | |
|---|---|---|
| XGBoostpercent_extra_features=50%, downstream_model=MLP2023.11 | -0.892 | |
| Deep Lassopercent_extra_features=50%, downstream_model=MLP2023.11 | -0.895 | |
| XGBoostpercent_extra_features=75%, downstream_model=MLP2023.11 | -0.895 | |
| XGBoostpercent_extra_features=50%, downstream_model=FT-Transformer2023.11 | -0.897 | |
| Deep Lassopercent_extra_features=75%, downstream_model=MLP2023.11 | -0.898 | |
| RFpercent_extra_features=50%, downstream_model=FT-Transformer2023.11 | -0.898 | |
| Deep Lassopercent_extra_features=50%, downstream_model=FT-Transformer2023.11 | -0.898 | |
| 1L Lassopercent_extra_features=50%, downstream_model=FT-Transformer2023.11 | -0.899 | |
| No FSpercent_extra_features=50%, downstream_model=FT-Transformer2023.11 | -0.901 | |
| AMpercent_extra_features=50%, downstream_model=FT-Transformer2023.11 | -0.901 | |
| 1L Lassopercent_extra_features=50%, downstream_model=MLP2023.11 | -0.902 | |
| AGLpercent_extra_features=50%, downstream_model=MLP2023.11 | -0.902 | |
| Lassopercent_extra_features=50%, downstream_model=MLP2023.11 | -0.903 | |
| Lassopercent_extra_features=75%, downstream_model=MLP2023.11 | -0.903 | |
| 1L Lassopercent_extra_features=75%, downstream_model=MLP2023.11 | -0.903 | |
| RFpercent_extra_features=75%, downstream_model=MLP2023.11 | -0.903 | |
| LassoNetpercent_extra_features=50%, downstream_model=FT-Transformer2023.11 | -0.903 | |
| RFpercent_extra_features=50%, downstream_model=MLP2023.11 | -0.904 | |
| AGLpercent_extra_features=75%, downstream_model=MLP2023.11 | -0.904 | |
| LassoNetpercent_extra_features=50%, downstream_model=MLP2023.11 | -0.905 | |
| AMpercent_extra_features=50%, downstream_model=MLP2023.11 | -0.905 | |
| LassoNetpercent_extra_features=75%, downstream_model=MLP2023.11 | -0.908 | |
| No FSpercent_extra_features=50%, downstream_model=MLP2023.11 | -0.909 | |
| No FSpercent_extra_features=75%, downstream_model=MLP2023.11 | -0.913 | |
| AGLpercent_extra_features=50%, downstream_model=FT-Transformer2023.11 | -0.914 | |
| Univariatepercent_extra_features=50%, downstream_model=MLP2023.11 | -0.92 | |
| Univariatepercent_extra_features=50%, downstream_model=FT-Transformer2023.11 | -0.92 | |
| Univariatepercent_extra_features=75%, downstream_model=MLP2023.11 | -0.921 | |
| Lassopercent_extra_features=50%, downstream_model=FT-Transformer2023.11 | -0.937 |