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COVID-19 prediction on Oxford University Hospitals (OUH) (test)
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91.1
AUROC
Full Dataset Baseline (XGBoost)
85.276
86.788
88.3
89.812
Mar 10, 2026
AUROC
Sensitivity
Specificity
PPV (Positive Predictive Value)
NPV (Negative Predictive Value)
Privacy Budget (ϵ)
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUROC
Sensitivity
Specificity
PPV (Positive Predictive Value)
NPV (Negative Predictive Value)
Privacy Budget (ϵ)
Full Dataset Baseline (XGBoost)
Instances=Full Dataset
2026.03
91.1
75.6
89.8
12.6
99.6
-
Zero-Order-DC
Instances=1000
2026.03
89.1
76
88.7
9.5
99.5
1.9
Zero-Order-DC
Instances=100
2026.03
87.3
74.4
84.7
7.7
99.5
2.7
Zero-Order-DC
Instances=500
2026.03
87
72.5
84.3
7.3
99.4
2.1
Zero-Order-DC
Instances=50
2026.03
85.5
75.2
81.9
6.7
99.5
2.2
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