Regression on MI (negative MSE and rank)
4.4RankAutoNFS
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AutoNFSFeature type=second-order features2025.03 | 4.4 | -0.891 | |
| Deep LassoFeature type=second-order features2025.03 | 5 | -0.89 | |
| RFFeature type=second-order features2025.03 | 5.6 | -0.89 | |
| AMFeature type=second-order features2025.03 | 6.1 | -0.892 | |
| AGLFeature type=second-order features2025.03 | 6.3 | -0.89 | |
| 1L LassoFeature type=second-order features2025.03 | 7.4 | -0.89 | |
| XGBoostFeature type=second-order features2025.03 | 7.4 | -0.891 | |
| LassoNetFeature type=second-order features2025.03 | 7.9 | -0.893 | |
| No FSFeature type=second-order features2025.03 | 8.1 | -0.891 | |
| LSpinFeature type=second-order features2025.03 | 8.1 | -0.895 | |
| STGFeature type=second-order features2025.03 | 8.7 | — | |
| LassoFeature type=second-order features2025.03 | 8.8 | -0.891 | |
| UnivariateFeature type=second-order features2025.03 | 10 | -0.902 | |
| ProtoGateFeature type=second-order features2025.03 | 11.4 | — |