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Table 2 Performance of NEMPD with different combinations. Combination1 represents only attribute information. Combination2 represents only behavior information. Combination3 represents a combination of attribute and behavior information

From: NEMPD: a network embedding-based method for predicting miRNA-disease associations by preserving behavior and attribute information

 

Acc.(%)

Spec.(%)

Sen.(%)

MCC(%)

Prec.(%)

AUC(%)

combination1

79.95 ± 0.68

78.25 ± 0.66

81.65 ± 1.22

59.95 ± 1.37

78.97 ± 0.55

86.67 ± 0.61

combination2

85.26 ± 0.52

89.57 ± 0.59

80.96 ± 0.73

70.79 ± 1.02

88.59 ± 0.60

91.45 ± 0.50

combination3

85.41 ± 0.26

89.86 ± 0.42

80.96 ± 0.55

71.10 ± 0.52

88.87 ± 0.38

91.58 ± 0.54

  1. *combination1: only attribute information
  2. *combination2: only behavior information
  3. *combination3: attribute and behavior information
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BMC Bioinformatics

ISSN: 1471-2105

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