Mortality risk prediction on Sepsis cohort (test)
0.85AUROCXGBoost
Evaluation results
| Method | Links | ||
|---|---|---|---|
| XGBoostModel Type=XGBoost, Training Strategy=Target only2025.12 | 0.85 | 0.61 | |
| XGBoost-based transfer learningModel Type=XGBoost, Training Strategy=Transfer Learning2025.12 | 0.85 | 0.61 | |
| GLM-based transfer learningModel Type=GLM, Training Strategy=Transfer Learning2025.12 | 0.84 | 0.58 | |
| XGBoostModel Type=XGBoost, Training Strategy=Source2025.12 | 0.84 | 0.61 | |
| GLMModel Type=GLM, Training Strategy=Target only2025.12 | 0.83 | 0.57 | |
| GLMModel Type=GLM, Training Strategy=Source2025.12 | 0.83 | 0.56 | |
| APACHE onlyModel Type=APACHE, Training Strategy=Standard2025.12 | 0.75 | 0.4 |