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COVID-19 prediction on University Hospitals Birmingham (UHB) CURIAL (test)
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0.925
AUROC
XGBoost (Full Dataset)
0.84596
0.86648
0.887
0.90752
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
0.925
0.745
0.936
0.135
0.998
Zero-Order-DC
IPC=100, Privacy Budge...
2026.03
0.909
0.826
0.849
0.074
0.998
Zero-Order-DC
IPC=500, Privacy Budge...
2026.03
0.889
0.799
0.84
0.069
0.998
Zero-Order-DC
IPC=1000, Privacy Budg...
2026.03
0.886
0.795
0.838
0.07
0.998
Zero-Order-DC
IPC=50, Privacy Budget...
2026.03
0.849
0.685
0.825
0.032
0.997
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