SGOT prediction on PBC (test)
0.13MSEGBMixed-GRBoost
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GBMixed-GRBoostTransformation=log transform, Tuning=4-fold cross-validation2025.10 | 0.13 | 90.2 | 0.172 | |
| GPBoostTransformation=log transform, Tuning=4-fold cross-validation2025.10 | 0.132 | 83.9 | 0.176 | |
| RFTransformation=log transform, Tuning=4-fold cross-validation2025.10 | 0.157 | — | — | |
| LMMTransformation=log transform2025.10 | 0.163 | 88.8 | 0.201 | |
| XGBTransformation=log transform, Tuning=4-fold cross-validation2025.10 | 0.169 | — | — | |
| OLSTransformation=log transform2025.10 | 0.254 | — | — |