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Table 3 Evaluation of our model under five-fold cross-validation

From: Prediction of drug-target interactions from multi-molecular network based on LINE network representation method

Fold

ACC. (%)

Spec. (%)

Prec. (%)

MCC (%)

Sen. (%)

AUC (%)

0

86.45

91.49

90.54

73.28

81.41

92.90

1

85.87

90.86

89.85

72.10

80.87

92.31

2

85.08

90.82

89.63

70.63

79.34

92.05

3

85.13

91.27

90.05

70.79

78.98

91.71

4

86.64

91.53

90.61

73.63

81.75

92.66

Average

85.83±0.72

91.19±0.34

90.14±0.43

72.09±1.38

80.47±1.24

92.33±0.47