COVID-19 prediction on Portsmouth University Hospitals (PUH) CURIAL (test)
90.1AUROCXGBoost (Full Dataset)
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| XGBoost (Full Dataset)IPC=Full2026.03 | 90.1 | 75.1 | 90.5 | 31.6 | 98.5 | |
| Zero-Order-DCIPC=100, Privacy Budget (epsilon)=2.62026.03 | 89.4 | 75.6 | 88.7 | 28.6 | 98.5 | |
| Zero-Order-DCIPC=500, Privacy Budget (epsilon)=1.82026.03 | 88.8 | 78.2 | 87.1 | 27.1 | 98.6 | |
| Zero-Order-DCIPC=1000, Privacy Budget (epsilon)=3.12026.03 | 88.4 | 74.1 | 86.8 | 26.2 | 98.3 | |
| Zero-Order-DCIPC=50, Privacy Budget (epsilon)=2.52026.03 | 86.2 | 73.3 | 83.9 | 20.5 | 98.2 |