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Table 1 The 5-fold cross-validation performance of NEMPD

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

Fold ACC.(%) Spec.(%) Sen.(%) MCC(%) Prec.(%) AUC(%)
0 85.33 89.17 81.50 70.87 88.27 91.72
1 85.01 89.90 80.13 70.36 88.80 90.70
2 85.47 90.23 80.71 71.26 89.20 91.50
3 85.73 90.17 81.28 71.74 89.21 92.06
4 85.50 89.83 81.18 71.27 88.86 91.93
Average 85.41 ± 0.26 89.86 ± 0.42 80.96 ± 0.55 71.10 ± 0.52 88.87 ± 0.38 91.58 ± 0.54