COVID-19 prediction on University Hospitals Birmingham (UHB) CURIAL (test)
0.925AUROCXGBoost (Full Dataset)
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| XGBoost (Full Dataset)IPC=Full2026.03 | 0.925 | 0.745 | 0.936 | 0.135 | 0.998 | |
| Zero-Order-DCIPC=100, Privacy Budget (epsilon)=2.202026.03 | 0.909 | 0.826 | 0.849 | 0.074 | 0.998 | |
| Zero-Order-DCIPC=500, Privacy Budget (epsilon)=3.192026.03 | 0.889 | 0.799 | 0.84 | 0.069 | 0.998 | |
| Zero-Order-DCIPC=1000, Privacy Budget (epsilon)=3.452026.03 | 0.886 | 0.795 | 0.838 | 0.07 | 0.998 | |
| Zero-Order-DCIPC=50, Privacy Budget (epsilon)=1.992026.03 | 0.849 | 0.685 | 0.825 | 0.032 | 0.997 |