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Comparison of prediction performance between SNMFMDA and other computation models (HGIMDA, RLSMDA, HDMP, WBSMDA, MCMDA, MaxFlow, MiRAI, MIDP) based on global (A) and local (B) cross validation results. As shown in the figure, the AUC value of global and local LOOCV of SNMFMDA reached 0.9007 and 0.8426, which fully proved the superior prediction performance of SNMFMDA.
