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COVID-19 prediction on Portsmouth University Hospitals (PUH) CURIAL (test)
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90.1
AUROC
XGBoost (Full Dataset)
86.044
87.097
88.15
89.203
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
90.1
75.1
90.5
31.6
98.5
Zero-Order-DC
IPC=100, Privacy Budge...
2026.03
89.4
75.6
88.7
28.6
98.5
Zero-Order-DC
IPC=500, Privacy Budge...
2026.03
88.8
78.2
87.1
27.1
98.6
Zero-Order-DC
IPC=1000, Privacy Budg...
2026.03
88.4
74.1
86.8
26.2
98.3
Zero-Order-DC
IPC=50, Privacy Budget...
2026.03
86.2
73.3
83.9
20.5
98.2
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