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Table 2 Measuring our method with different features

From: DeepWalk based method to predict lncRNA-miRNA associations via lncRNA-miRNA-disease-protein-drug graph

Feature

Acc. (%)

Sen. (%)

Spec. (%)

Prec. (%)

MCC (%)

AUC (%)

Attribute

85.58 ± 0.64

83.53 ± 0.36

87.63 ± 1.0

87.11 ± 0.95

71.22 ± 1.3

92.63 ± 0.56

Manner

94.33 ± 0.38

92.45 ± 0.77

96.22 ± 0.38

96.07 ± 0.37

88.73 ± 0.74

98.09 ± 0.16

Both

95.22 ± 0.46

94.35 ± 0.76

96.1 ± 0.27

96.03 ± 0.28

90.46 ± 0.91

98.56 ± 0.31

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BMC Bioinformatics

ISSN: 1471-2105

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