Classification on EY (Accuracy and Rank)
70.3AccuracyDeep Lasso
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Deep LassoExtra Features (%)=50%, Downstream Model=FT-Transformer2023.11 | 70.3 | 3.66 | |
| Deep LassoFeature type=second-order features2025.03 | 64.8 | 5 | |
| LassoNetFeature type=second-order features2025.03 | 64.1 | 7.9 | |
| ProtoGateFeature type=second-order features2025.03 | 64 | 11.4 | |
| RFFeature type=second-order features2025.03 | 63.9 | 5.6 | |
| AutoNFSFeature type=second-order features2025.03 | 63.8 | 4.4 | |
| AGLFeature type=second-order features2025.03 | 63.7 | 6.3 | |
| LSpinFeature type=second-order features2025.03 | 63.7 | 8.1 | |
| XGBoostFeature type=second-order features2025.03 | 63.5 | 7.4 | |
| 1L LassoFeature type=second-order features2025.03 | 63.4 | 7.4 | |
| No FSFeature type=second-order features2025.03 | 63.1 | 8.1 | |
| AMFeature type=second-order features2025.03 | 62.2 | 6.1 | |
| STGFeature type=second-order features2025.03 | 61.6 | 8.7 | |
| LassoFeature type=second-order features2025.03 | 60.8 | 8.8 | |
| UnivariateFeature type=second-order features2025.03 | 58.4 | 10 | |
| Deep LassoExtra Features (%)=50%, Downstream Model=MLP2023.11 | 57.3 | 2.33 | |
| Deep LassoExtra Features (%)=75%, Downstream Model=MLP2023.11 | 56.9 | 2.33 | |
| No FSExtra Features (%)=50%, Downstream Model=MLP2023.11 | 53.8 | 8.08 |