Figure 3. Performance comparison between BRWLDA, RWRHLD, RWRlncD, LRLSLDA, ILNCSIM and IRWRLDA in terms of ROC curve and AUC.

(A) LOOCV for lncRNA (B) LOOCV for disease. The left figure is (A) and the right figure is (B) BRWLDA obtains AUCs of 0.7952 and 0.7940 in lncRNA oriented LOOCV and disease oriented LOOCV, respectively. BRWLDA significantly outperforms all the comparing methods and demonstrates its effectiveness in predicting lncRNA-disease associations.