Table 3 Cross-validation metrics.

From: Deep learning for automated detection of neovascular leakage on ultra-widefield fluorescein angiography in diabetic retinopathy

 

Fold 1

Fold 2

Fold 3

Fold 4

Fold 5

Overall

Area under ROC curve

0.95

0.97

0.98

0.94

0.98

0.96

Average precision

0.84

0.92

0.93

0.83

0.92

0.87

Accuracy

0.90

0.95

0.94

0.90

0.94

0.92

Sensitivity

0.74

0.75

0.92

0.79

0.90

0.82

Specificity

0.93

0.99

0.95

0.93

0.95

0.95

Precision

0.68

0.95

0.79

0.73

0.76

0.77