Figure 1

Performance evaluation for the HGLDA in terms of ROC curve and AUC based on LOOCV.

As a result, HGLDA achieved an AUC of 0.7621, demonstrating its reliable predictive ability even if potential lncRNA-disease associations were predicted without relying on the information of known disease-lncRNA associations in the model of HGLDA.