Regression on socmob OpenML CTR 23 (test)
7.73RMSESepALS
Evaluation results
| Method | Links | |
|---|---|---|
| SepALSCondition=Interpretable, Separation Rank (r)=<= 22026.05 | 7.73 | |
| TSLCondition=Interpretable, Stages (R)=<= 102026.05 | 9.48 | |
| TSLCondition=Interpretable, Stages (R)=<= 22026.05 | 9.87 | |
| TSLCondition=Interpretable, Stages (R)=12026.05 | 10.58 | |
| XGBoostCondition=Black-box, Max Depth=102026.05 | 17.65 | |
| XGBoostCondition=Interpretable, Max Depth=22026.05 | 19.48 | |
| EBMCondition=Interpretable2026.05 | 20.21 | |
| LGBMCondition=Black-box, Max Depth=102026.05 | 20.45 | |
| Random ForestCondition=Black-box, Max Depth=202026.05 | 20.75 | |
| LGBMCondition=Interpretable, Max Depth=22026.05 | 21.71 | |
| SepALSCondition=Interpretable, Separation Rank (r)=<= 102026.05 | 22.88 |