COVID-19 prediction on Oxford University Hospitals (OUH) CURIAL (test)
0.911AUROCXGBoost (Full Dataset)
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| XGBoost (Full Dataset)IPC=Full2026.03 | 0.911 | 75.6 | 89.8 | 12.6 | 99.6 | |
| Zero-Order-DCIPC=1000, Privacy Budget (epsilon)=1.92026.03 | 0.891 | 76 | 88.7 | 9.5 | 99.5 | |
| Zero-Order-DCIPC=100, Privacy Budget (epsilon)=2.72026.03 | 0.873 | 74.4 | 84.7 | 7.7 | 99.5 | |
| Zero-Order-DCIPC=500, Privacy Budget (epsilon)=2.12026.03 | 0.87 | 72.5 | 84.3 | 7.3 | 99.4 | |
| Zero-Order-DCIPC=50, Privacy Budget (epsilon)=2.22026.03 | 0.855 | 75.2 | 81.9 | 6.7 | 99.5 |