Regression on brazilian_houses OpenML CTR 23 (80/20 split)
2,302.72RMSERF
Evaluation results
| Method | Links | |
|---|---|---|
| RFInterpretability Category=Black-box2026.05 | 2,302.72 | |
| TSLInterpretability Category=Interpretable, Rank Constraint=R ≤ 102026.05 | 2,398.68 | |
| TSLInterpretability Category=Interpretable, Rank Constraint=R ≤ 22026.05 | 2,473.98 | |
| XGBInterpretability Category=Interpretable2026.05 | 2,528.95 | |
| TSLInterpretability Category=Interpretable, Separation Model=1-product2026.05 | 3,194.8 | |
| LGBMInterpretability Category=Black-box2026.05 | 3,200.36 | |
| EBMInterpretability Category=Interpretable2026.05 | 3,327.29 | |
| SepALSInterpretability Category=Interpretable, Rank Constraint=r ≤ 22026.05 | 3,582.69 | |
| SepALSInterpretability Category=Interpretable, Rank Constraint=r ≤ 102026.05 | 3,996.05 | |
| XGBInterpretability Category=Black-box2026.05 | 4,289.1 | |
| LGBMInterpretability Category=Interpretable2026.05 | 6,567.66 |