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Table 4 Comparison of different feature combinations

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

Feature

Acc. (%)

Spec. (%)

Prec. (%)

MCC (%)

Sen. (%)

AUC (%)

Attribute

80.73 ± 0.79

84.36 ± 1.05

83.14 ± 1.04

61.63 ± 1.61

77.11 ± 0.60

87.77 ± 0.83

Behavior

85.75 ± 0.59

91.12 ± 0.90

90.06 ± 0.92

71.92 ± 1.21

80.37 ± 0.68

92.18 ± 0.51

Both

85.83 ± 0.72

91.19 ± 0.34

90.14 ± 0.43

72.09 ± 1.38

80.47 ± 1.24

92.33 ± 0.47

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Journal of Translational Medicine

ISSN: 1479-5876

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