Regression on YE
-0.776Negative RMSEDeep Lasso
Evaluation results
| Method | Links | |
|---|---|---|
| Deep Lassopercent_extra_features=50%, downstream_model=MLP2023.11 | -0.776 | |
| LassoNetpercent_extra_features=50%, downstream_model=MLP2023.11 | -0.777 | |
| Deep Lassopercent_extra_features=75%, downstream_model=MLP2023.11 | -0.778 | |
| XGBoostpercent_extra_features=50%, downstream_model=MLP2023.11 | -0.779 | |
| 1L Lassopercent_extra_features=75%, downstream_model=MLP2023.11 | -0.779 | |
| 1L Lassopercent_extra_features=50%, downstream_model=MLP2023.11 | -0.78 | |
| AGLpercent_extra_features=50%, downstream_model=MLP2023.11 | -0.78 | |
| AMpercent_extra_features=50%, downstream_model=MLP2023.11 | -0.78 | |
| AGLpercent_extra_features=75%, downstream_model=MLP2023.11 | -0.78 | |
| XGBoostpercent_extra_features=75%, downstream_model=MLP2023.11 | -0.784 | |
| LassoNetpercent_extra_features=75%, downstream_model=MLP2023.11 | -0.785 | |
| RFpercent_extra_features=50%, downstream_model=MLP2023.11 | -0.786 | |
| RFpercent_extra_features=75%, downstream_model=MLP2023.11 | -0.788 | |
| Deep Lassopercent_extra_features=50%, downstream_model=FT-Transformer2023.11 | -0.788 | |
| LassoNetpercent_extra_features=50%, downstream_model=FT-Transformer2023.11 | -0.79 | |
| AMpercent_extra_features=50%, downstream_model=FT-Transformer2023.11 | -0.79 | |
| XGBoostpercent_extra_features=50%, downstream_model=FT-Transformer2023.11 | -0.79 | |
| Lassopercent_extra_features=75%, downstream_model=MLP2023.11 | -0.791 | |
| No FSpercent_extra_features=50%, downstream_model=FT-Transformer2023.11 | -0.793 | |
| RFpercent_extra_features=50%, downstream_model=FT-Transformer2023.11 | -0.793 | |
| Lassopercent_extra_features=50%, downstream_model=MLP2023.11 | -0.795 | |
| 1L Lassopercent_extra_features=50%, downstream_model=FT-Transformer2023.11 | -0.795 | |
| No FSpercent_extra_features=50%, downstream_model=MLP2023.11 | -0.797 | |
| No FSpercent_extra_features=75%, downstream_model=MLP2023.11 | -0.808 | |
| Univariatepercent_extra_features=50%, downstream_model=FT-Transformer2023.11 | -0.826 | |
| Univariatepercent_extra_features=50%, downstream_model=MLP2023.11 | -0.828 | |
| AGLpercent_extra_features=50%, downstream_model=FT-Transformer2023.11 | -0.83 | |
| Univariatepercent_extra_features=75%, downstream_model=MLP2023.11 | -0.838 | |
| Lassopercent_extra_features=50%, downstream_model=FT-Transformer2023.11 | -0.915 |