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Table 3 fivefold cross-validation results performed by the three models GRLMN, GRLMN_A, and GRLMN_M

From: An effective drug-disease associations prediction model based on graphic representation learning over multi-biomolecular network

Model

ACC (%)

SEN (%)

SPE (%)

PRE (%)

MCC (%)

AUC (%)

GRLMN

79.84 ± 0.50

80.03 ± 0.95

79.64 ± 0.22

79.72 ± 0.28

59.68 ± 1.00

87.90 ± 0.54

GRLMN_A

73.91 ± 0.32

75.43 ± 0.77

72.39 ± 0.34

73.20 ± 0.20

47.84 ± 0.64

81.12 ± 0.28

GRLMN_M

77.58 ± 0.54

78.41 ± 1.07

76.75 ± 0.46

77.14 ± 0.39

55.18 ± 1.10

85.61 ± 0.42

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BMC Bioinformatics

ISSN: 1471-2105

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