Table 2 Open in new tab Performance...

Table 2

Performance comparison of seven methods based on 5-fold cross-validations

Model	AUROC	AUPR	F1-Score	ACC	RECALL	SPEC	PRE
MKGAT	0.9627	0.7372	0.6910	0.9825	0.6900	0.9915	0.7044
DFELMDA	0.9488	0.5702	0.5597	0.9754	0.5462	0.9881	0.5768
NIMGSA	0.9308	0.4500	0.4595	0.9696	0.4517	0.9849	0.4689
NIMCGCN	0.9357	0.4653	0.4738	0.9699	0.4731	0.9845	0.4771
VGAMF	0.9134	0.4312	0.4501	0.9684	0.4519	0.9836	0.4515
LAGCN	0.9238	0.4717	0.4283	0.9559	0.5764	0.9671	0.3407
IMCMDA	0.8142	0.3507	0.3862	0.9265	0.4123	0.9571	0.3646

Model	AUROC	AUPR	F1-Score	ACC	RECALL	SPEC	PRE
MKGAT	0.9627	0.7372	0.6910	0.9825	0.6900	0.9915	0.7044
DFELMDA	0.9488	0.5702	0.5597	0.9754	0.5462	0.9881	0.5768
NIMGSA	0.9308	0.4500	0.4595	0.9696	0.4517	0.9849	0.4689
NIMCGCN	0.9357	0.4653	0.4738	0.9699	0.4731	0.9845	0.4771
VGAMF	0.9134	0.4312	0.4501	0.9684	0.4519	0.9836	0.4515
LAGCN	0.9238	0.4717	0.4283	0.9559	0.5764	0.9671	0.3407
IMCMDA	0.8142	0.3507	0.3862	0.9265	0.4123	0.9571	0.3646