COVID-19 prediction on University Hospitals Birmingham (UHB) (test)
92.5AUROCXGBoost
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| XGBoostInstances=Full Dataset2026.03 | 92.5 | 74.5 | 93.6 | 13.5 | 99.8 | |
| Zero-Order-DCInstances=100, Privacy Budget (ε)=2.202026.03 | 90.9 | 82.6 | 84.9 | 7.4 | 99.8 | |
| Zero-Order-DCInstances=500, Privacy Budget (ε)=3.192026.03 | 88.9 | 79.9 | 84 | 6.9 | 99.8 | |
| Zero-Order-DCInstances=1000, Privacy Budget (ε)=3.452026.03 | 88.6 | 79.5 | 83.8 | 7 | 99.8 | |
| Zero-Order-DCInstances=50, Privacy Budget (ε)=1.992026.03 | 84.9 | 68.5 | 82.5 | 3.2 | 99.7 |