Regression on QSAR Fish Toxicity OpenML CTR 23 (test)
0.9466RMSEEBM
Evaluation results
| Method | Links | |
|---|---|---|
| EBMCondition=Interpretable2026.05 | 0.9466 | |
| SepALSCondition=Interpretable, Separation Rank (r)=<= 102026.05 | 0.9704 | |
| Random ForestCondition=Black-box, Max Depth=202026.05 | 0.9795 | |
| LGBMCondition=Black-box, Max Depth=102026.05 | 0.9913 | |
| SepALSCondition=Interpretable, Separation Rank (r)=<= 22026.05 | 0.996 | |
| LGBMCondition=Interpretable, Max Depth=22026.05 | 0.997 | |
| XGBoostCondition=Black-box, Max Depth=102026.05 | 1.0047 | |
| XGBoostCondition=Interpretable, Max Depth=22026.05 | 1.0199 | |
| TSLCondition=Interpretable, Stages (R)=12026.05 | 1.0835 | |
| TSLCondition=Interpretable, Stages (R)=<= 102026.05 | 1.1143 | |
| TSLCondition=Interpretable, Stages (R)=<= 22026.05 | 1.1662 |