Table 2 Results of four-fold cross-validation on the training dataset (Averaged on the 14 retinal anomalies)

From: An artificial intelligence cloud platform for OCT-based retinal anomalies screening system in real clinical environments

Fold

FNR (%)

FPR (%)

ACC (%)

PRE (%)

Kappa (%)

F1 (%)

AUC (%)

Fold 1

8.61

2.34

96.77

86.65

87.0

89.0

98.01

Fold 2

8.81

2.41

96.68

86.25

87.0

89.0

97.91

Fold 3

8.62

2.43

96.68

86.29

87.0

89.0

97.81

Fold 4

8.92

2.4

96.67

86.34

87.0

89.0

97.79

Mean

8.74 ± 0.022

2.4 ± 0.001

96.7 ± 0.002

86.38 ± 0.033

87.0 ± 0.0

89.0 ± 0.0

97.88 ± 0.01

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