Regression on CH
-0.419Negative RMSE1L Lasso
Evaluation results
| Method | Links | |
|---|---|---|
| 1L Lassopercent_extra_features=50%, downstream_model=FT-Transformer2023.11 | -0.419 | |
| Univariatepercent_extra_features=50%, downstream_model=FT-Transformer2023.11 | -0.422 | |
| Lassopercent_extra_features=50%, downstream_model=FT-Transformer2023.11 | -0.422 | |
| RFpercent_extra_features=50%, downstream_model=FT-Transformer2023.11 | -0.422 | |
| XGBoostpercent_extra_features=50%, downstream_model=FT-Transformer2023.11 | -0.422 | |
| Deep Lassopercent_extra_features=50%, downstream_model=FT-Transformer2023.11 | -0.422 | |
| AMpercent_extra_features=50%, downstream_model=FT-Transformer2023.11 | -0.424 | |
| AGLpercent_extra_features=50%, downstream_model=FT-Transformer2023.11 | -0.426 | |
| LassoNetpercent_extra_features=50%, downstream_model=FT-Transformer2023.11 | -0.426 | |
| No FSpercent_extra_features=50%, downstream_model=FT-Transformer2023.11 | -0.43 | |
| Deep Lassopercent_extra_features=75%, downstream_model=MLP2023.11 | -0.441 | |
| 1L Lassopercent_extra_features=75%, downstream_model=MLP2023.11 | -0.444 | |
| 1L Lassopercent_extra_features=50%, downstream_model=MLP2023.11 | -0.447 | |
| Deep Lassopercent_extra_features=50%, downstream_model=MLP2023.11 | -0.447 | |
| Lassopercent_extra_features=50%, downstream_model=MLP2023.11 | -0.449 | |
| AMpercent_extra_features=50%, downstream_model=MLP2023.11 | -0.449 | |
| AGLpercent_extra_features=50%, downstream_model=MLP2023.11 | -0.45 | |
| RFpercent_extra_features=75%, downstream_model=MLP2023.11 | -0.45 | |
| Univariatepercent_extra_features=50%, downstream_model=MLP2023.11 | -0.451 | |
| LassoNetpercent_extra_features=50%, downstream_model=MLP2023.11 | -0.452 | |
| LassoNetpercent_extra_features=75%, downstream_model=MLP2023.11 | -0.452 | |
| RFpercent_extra_features=50%, downstream_model=MLP2023.11 | -0.453 | |
| XGBoostpercent_extra_features=50%, downstream_model=MLP2023.11 | -0.454 | |
| Lassopercent_extra_features=75%, downstream_model=MLP2023.11 | -0.454 | |
| No FSpercent_extra_features=50%, downstream_model=MLP2023.11 | -0.475 | |
| XGBoostpercent_extra_features=75%, downstream_model=MLP2023.11 | -0.515 | |
| No FSpercent_extra_features=75%, downstream_model=MLP2023.11 | -0.516 | |
| AGLpercent_extra_features=75%, downstream_model=MLP2023.11 | -0.566 | |
| Univariatepercent_extra_features=75%, downstream_model=MLP2023.11 | -0.569 |