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COVID-19 prediction on Oxford University Hospitals (OUH) CURIAL (test)
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0.911
AUROC
XGBoost (Full Dataset)
0.85276
0.86788
0.883
0.89812
Mar 10, 2026
AUROC
Sensitivity
Specificity
PPV
NPV
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUROC
Sensitivity
Specificity
PPV
NPV
XGBoost (Full Dataset)
IPC=Full
2026.03
0.911
75.6
89.8
12.6
99.6
Zero-Order-DC
IPC=1000, Privacy Budg...
2026.03
0.891
76
88.7
9.5
99.5
Zero-Order-DC
IPC=100, Privacy Budge...
2026.03
0.873
74.4
84.7
7.7
99.5
Zero-Order-DC
IPC=500, Privacy Budge...
2026.03
0.87
72.5
84.3
7.3
99.4
Zero-Order-DC
IPC=50, Privacy Budget...
2026.03
0.855
75.2
81.9
6.7
99.5
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