Skip to main content

Table 1 Performance of the five approaches

From: Inference of domain-disease associations from domain-protein, protein-disease and disease-disease relationships

Approach AUC Accuracy Mean rank ratio
Association 0.7900 0.6256 0.2432
MLE 0.8407 0.7074 0.1914
DPEA 0.8309 0.6513 0.2177
Bayesian 0.8554 0.7289 0.1872
PE 0.8262 0.6525 0.2282
  1. The AUC, accuracy and mean rank ratio of the Association, MLE (fp = 0, fn = 0.9), DPEA, Bayesian (u p , u n  = 0, v p , v n  = 1, and α = 2, β = 2), and PE (r = 100 %, and pw threshold ≤ 0.01) approaches for predicting domain-disease associations, respectively