Bilirubin prediction on PBC (test)
0.372MSEGBMixed-GRBoost
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GBMixed-GRBoostTransformation=log transform, Tuning=4-fold cross-validation2025.10 | 0.372 | 77.5 | 0.336 | |
| GPBoostTransformation=log transform, Tuning=4-fold cross-validation2025.10 | 0.431 | 68.9 | 0.374 | |
| LMMTransformation=log transform2025.10 | 0.443 | 74.6 | 0.369 | |
| RFTransformation=log transform, Tuning=4-fold cross-validation2025.10 | 0.804 | — | — | |
| XGBTransformation=log transform, Tuning=4-fold cross-validation2025.10 | 0.844 | — | — | |
| OLSTransformation=log transform2025.10 | 0.939 | — | — |