Table 4.

Performance of related methods.

Methods	AUPR	AUC	PRE	REC	ACC	MCC	F1
EMP-SVD 18	0.956	0.951	0.913	0.854	0.876	0.755	0.882
LRSSL 24	0.881	0.861	0.864	0.732	0.770	0.553	0.790
MBiRW 25	0.952	0.942	0.867	0.901	0.884	0.769	0.884
MPG-DDA 26	0.944	0.930	0.886	0.842	0.867	NA	0.863
PREDICT 30	0.908	0.895	0.809	0.850	0.830	0.662	0.828
SCMFDD 20	0.836	0.854	0.926	0.713	0.774	0.575	0.805
TL-HGBI 28	0.852	0.846	0.829	0.750	0.774	0.552	0.787
Five Paths 29	0.962	0.956	0.882	0.901	0.889	0.780	0.889
Our method with 3 paths no SVD	0.923	0.920	0.867	0.838	0.848	0.696	0.852
Our method with 2 paths	0.845	0.833	0.822	0.731	0.756	0.518	0.773
Our method	0.968	0.963	0.895	0.922	0.908	0.816	0.908

The best scores are printed in bold.