| NC vs. DN | DC vs. DN | DC vs. NC |
---|
AUC | 0.95 | 1.00 | 0.94 |
Sensitivity, % | 90 | 100 | 85 |
Specificity, % | 97 | 100 | 90 |
PPV, % | 96 | 100 | 91 |
NPV, % | 91 | 100 | 84 |
FDR, % | 4 | 0 | 9 |
Probability threshold | 0.577 | 0.994 | 0.561 |
- AUC: Area under the curve; Sensitivity: [True positives/(True positives + False negatives)]; Specificity: [True negatives/(True negatives + False Positives)]; PPV: positive predictive value or precision, calculated as [True positives/(True positives + False positives)], or (1-FDR); NPV: negative predictive value, calculated as [True negatives/(True negatives + False negatives)]; FDR: False discovery rate, equivalent to [False positives/(False positives + True positives)]