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Table 7 Performance indicators for 5-fold cross-validation

From: An effective correlation-based data modeling framework for automatic diabetes prediction using machine and deep learning techniques

Parameter

Fold-1

Fold-2

Fold-3

Fold-4

Fold-5

Avg.±SD

Accuracy (%)

97.51

97.28

97.68

95.94

97.49

97.181±0.707

Sensitivity (%)

95.38

96.55

94.41

96.82

95.59

95.754±0.967

Precision (%)

96.21

94.47

95.38

96.18

96.71

95.791±0.878

Specificity (%)

98.74

96.88

97.18

97.51

98.11

97.680±0.746

F-Measure (%)

95.55

96.12

94.46

95.84

95.42

95.473±0.630

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BMC Bioinformatics

ISSN: 1471-2105

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