Skip to main content

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