Ensemble of decision tree reveals potential miRNA-disease associations
Fig 3
Performance comparisons between EDTMDA and other 12 prediction models (HGIMDA, RLSMDA, HDMP, WBSMDA, RWRMDA, MCMDA, MIDP, PBMDA, MaxFlow, LRSSLMDA, MiRAI and MDHGI) in terms of ROC curve and AUC based on local and global LOOCV, respectively.
As a result, EDTMDA obtained AUCs of 0.9309 and 0.8524 in the global and local LOOCV, which exceed all of the above previous classical models.