Regression on red_wine OpenML CTR 23 (80/20 split)
0.541RMSERF
Evaluation Results
| Method | Links | |
|---|---|---|
| RFInterpretability Category=Black-box2026.05 | 0.541 | |
| XGBInterpretability Category=Black-box2026.05 | 0.5585 | |
| LGBMInterpretability Category=Black-box2026.05 | 0.569 | |
| EBMInterpretability Category=Interpretable2026.05 | 0.5991 | |
| XGBInterpretability Category=Interpretable2026.05 | 0.6068 | |
| LGBMInterpretability Category=Interpretable2026.05 | 0.6093 | |
| SepALSInterpretability Category=Interpretable, Rank Constraint=r ≤ 102026.05 | 0.6107 | |
| SepALSInterpretability Category=Interpretable, Rank Constraint=r ≤ 22026.05 | 0.6135 | |
| TSLInterpretability Category=Interpretable, Separation Model=1-product2026.05 | 0.6177 | |
| TSLInterpretability Category=Interpretable, Rank Constraint=R ≤ 22026.05 | 0.621 | |
| TSLInterpretability Category=Interpretable, Rank Constraint=R ≤ 102026.05 | 0.6438 |