Mortality risk prediction on CardiacArrest cohort (test)
0.92AUROCXGBoost
Evaluation results
| Method | Links | ||
|---|---|---|---|
| XGBoostModel Type=XGBoost, Training Strategy=Target only2025.12 | 0.92 | 0.77 | |
| XGBoostModel Type=XGBoost, Training Strategy=Source2025.12 | 0.92 | 0.78 | |
| XGBoost-based transfer learningModel Type=XGBoost, Training Strategy=Transfer Learning2025.12 | 0.92 | 0.78 | |
| GLMModel Type=GLM, Training Strategy=Source2025.12 | 0.91 | 0.73 | |
| GLM-based transfer learningModel Type=GLM, Training Strategy=Transfer Learning2025.12 | 0.91 | 0.73 | |
| GLMModel Type=GLM, Training Strategy=Target only2025.12 | 0.9 | 0.73 | |
| APACHE onlyModel Type=APACHE, Training Strategy=Standard2025.12 | 0.88 | 0.68 |