Table 2 Accuracy measures for classification of ovarian tumors by BRCA status using DNA methylation data
Accuracy indicator | Fold 1 | Fold 2 | Fold 3 | Fold 4 | Fold 5 | Average |
|---|---|---|---|---|---|---|
Overall accuracy | 0.69 | 0.81 | 0.81 | 0.71 | 0.73 | 0.75 |
Sensitivity | 0.67 | 0.89 | 0.89 | 0.8 | 0.89 | 0.83 |
Specificity | 0.71 | 0.71 | 0.71 | 0.57 | 0.5 | 0.64 |
PPV | 0.75 | 0.8 | 0.8 | 0.73 | 0.73 | 0.76 |
NPV | 0.62 | 0.83 | 0.83 | 0.67 | 0.75 | 0.74 |
AUC | 0.68 | 0.79 | 0.79 | 0.8 | 0.78 | 0.77 |