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Table 3 Performances of proposed EMP-SVD and state-of-the-art methods

From: Prediction of drug-disease associations based on ensemble meta paths and singular value decomposition

Methods AUPR AUC PRE REC ACC MCC F 1
EMP-SVD 0.956 0.951 0.913 0.854 0.876 0.755 0.882
PREDICT 0.908 0.895 0.809 0.850 0.830 0.662 0.828
TL-HGBI 0.852 0.846 0.829 0.750 0.774 0.552 0.787
LRSSL 0.881 0.861 0.864 0.732 0.770 0.553 0.790
SCMFDD 0.836 0.854 0.926 0.713 0.774 0.575 0.805
MBiRW 0.952 0.942 0.867 0.901 0.884 0.769 0.884