Regression on california_housing OpenML CTR 23 (80/20)
44,971.31RMSEXGB
Evaluation results
| Method | Links | |
|---|---|---|
| XGBInterpretability Category=Black-box2026.05 | 44,971.31 | |
| LGBMInterpretability Category=Black-box2026.05 | 45,123.03 | |
| EBMInterpretability Category=Interpretable2026.05 | 48,866.28 | |
| RFInterpretability Category=Black-box2026.05 | 49,047.19 | |
| TSLInterpretability Category=Interpretable, Rank Constraint=R ≤ 102026.05 | 49,376.09 | |
| LGBMInterpretability Category=Interpretable2026.05 | 54,495.49 | |
| TSLInterpretability Category=Interpretable, Rank Constraint=R ≤ 22026.05 | 54,557.89 | |
| XGBInterpretability Category=Interpretable2026.05 | 55,235.15 | |
| TSLInterpretability Category=Interpretable, Separation Model=1-product2026.05 | 55,376.04 | |
| SepALSInterpretability Category=Interpretable, Rank Constraint=r ≤ 102026.05 | 62,162.22 | |
| SepALSInterpretability Category=Interpretable, Rank Constraint=r ≤ 22026.05 | 195,728.08 |