Table 2 The 5-fold cross-validation results were generated on the Helicobacter pylori dataset by using the CNN-FSRF method.

From: Predicting Protein-Protein Interactions from Matrix-Based Protein Sequence Using Convolution Neural Network and Feature-Selective Rotation Forest

Test set

Accu.(%)

Sen.(%)

Spec. (%)

Prec.(%)

Fscore(%)

MCC(%)

AUC(%)

1

89.88

90.10

89.66

89.80

89.95

79.76

90.08

2

88.34

92.83

83.79

85.27

88.89

76.97

89.24

3

88.51

93.41

84.19

83.88

88.39

77.52

89.54

4

89.37

92.31

86.27

87.62

89.90

78.81

88.21

5

88.70

90.67

86.62

87.74

89.18

77.40

88.35

Average

88.96

91.86

86.11

86.86

89.26

78.09

89.08

Standard Deviation

0.65

1.42

2.34

2.31

0.67

1.16

0.79

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