Regression on HO
-0.548Negative RMSEXGBoost
Evaluation results
| Method | Links | |
|---|---|---|
| XGBoostpercent_extra_features=50%, downstream_model=FT-Transformer2023.11 | -0.548 | |
| AMpercent_extra_features=50%, downstream_model=FT-Transformer2023.11 | -0.549 | |
| LassoNetpercent_extra_features=50%, downstream_model=MLP2023.11 | -0.551 | |
| AGLpercent_extra_features=50%, downstream_model=FT-Transformer2023.11 | -0.552 | |
| XGBoostpercent_extra_features=50%, downstream_model=MLP2023.11 | -0.553 | |
| AMpercent_extra_features=50%, downstream_model=MLP2023.11 | -0.555 | |
| RFpercent_extra_features=50%, downstream_model=FT-Transformer2023.11 | -0.557 | |
| AGLpercent_extra_features=50%, downstream_model=MLP2023.11 | -0.561 | |
| Deep Lassopercent_extra_features=50%, downstream_model=FT-Transformer2023.11 | -0.561 | |
| Deep Lassopercent_extra_features=75%, downstream_model=MLP2023.11 | -0.563 | |
| RFpercent_extra_features=50%, downstream_model=MLP2023.11 | -0.565 | |
| Deep Lassopercent_extra_features=50%, downstream_model=MLP2023.11 | -0.567 | |
| 1L Lassopercent_extra_features=50%, downstream_model=FT-Transformer2023.11 | -0.57 | |
| XGBoostpercent_extra_features=75%, downstream_model=MLP2023.11 | -0.571 | |
| LassoNetpercent_extra_features=75%, downstream_model=MLP2023.11 | -0.572 | |
| LassoNetpercent_extra_features=50%, downstream_model=FT-Transformer2023.11 | -0.572 | |
| RFpercent_extra_features=75%, downstream_model=MLP2023.11 | -0.573 | |
| AGLpercent_extra_features=75%, downstream_model=MLP2023.11 | -0.574 | |
| No FSpercent_extra_features=50%, downstream_model=FT-Transformer2023.11 | -0.574 | |
| 1L Lassopercent_extra_features=75%, downstream_model=MLP2023.11 | -0.576 | |
| 1L Lassopercent_extra_features=50%, downstream_model=MLP2023.11 | -0.581 | |
| Lassopercent_extra_features=50%, downstream_model=FT-Transformer2023.11 | -0.586 | |
| Lassopercent_extra_features=75%, downstream_model=MLP2023.11 | -0.593 | |
| Lassopercent_extra_features=50%, downstream_model=MLP2023.11 | -0.602 | |
| No FSpercent_extra_features=50%, downstream_model=MLP2023.11 | -0.607 | |
| Univariatepercent_extra_features=50%, downstream_model=MLP2023.11 | -0.62 | |
| Univariatepercent_extra_features=75%, downstream_model=MLP2023.11 | -0.62 | |
| Univariatepercent_extra_features=50%, downstream_model=FT-Transformer2023.11 | -0.628 | |
| No FSpercent_extra_features=75%, downstream_model=MLP2023.11 | -0.632 |