Table 4 Open in new tab AUC values of...

Table 4

AUC values of baseline approaches under the 5-CV experiment on each dataset

Dataset	Iteration	GCN	GAT	DTIGAT	NIMCGCN	MMGCN	GCNMDA	DTI-CNN	Graph2MDA	SCSMDA (ours)
MDAD	1	0.8685	0.8873	0.8692	0.8892	0.8934	0.9326	0.9326	0.9077	0.9562
	2	0.8715	0.8899	0.9134	0.9001	0.8938	0.9261	0.9361	0.9022	0.9583
	3	0.8702	0.8856	0.9136	0.9018	0.8940	0.9297	0.9358	0.8617	0.9603
	4	0.8729	0.8695	0.9145	0.899	0.8937	0.9328	0.9319	0.9089	0.9563
	5	0.8738	0.8616	0.9139	0.8933	0.8941	0.9280	0.9303	0.8756	0.9617
aBiofilm	1	0.8987	0.8962	0.9192	0.9009	0.9083	0.9382	0.9443	0.9164	0.9667
	2	0.8997	0.8758	0.9196	0.9117	0.9077	0.9398	0.9454	0.9212	0.9614
	3	0.9009	0.8898	0.9207	0.9147	0.9081	0.9424	0.9448	0.9125	0.9661
	4	0.8999	0.9038	0.9206	0.9193	0.9084	0.9412	0.9427	0.8894	0.9664
	5	0.9031	0.9048	0.9198	0.8964	0.9082	0.9422	0.9406	0.9272	0.9669
DrugVirus	1	0.8349	0.8036	0.8184	0.8427	0.7931	0.8349	0.8612	0.7725	0.8934
	2	0.8353	0.7956	0.8203	0.8415	0.7937	0.7901	0.8611	0.7981	0.8841
	3	0.8356	0.7959	0.8190	0.8440	0.7962	0.8413	0.8566	0.7802	0.8845
	4	0.8349	0.7876	0.8230	0.8372	0.8237	0.8264	0.8574	0.7899	0.8888
	5	0.8349	0.7902	0.8164	0.8346	0.8215	0.8171	0.8611	0.7991	0.8865

Dataset	Iteration	GCN	GAT	DTIGAT	NIMCGCN	MMGCN	GCNMDA	DTI-CNN	Graph2MDA	SCSMDA (ours)
MDAD	1	0.8685	0.8873	0.8692	0.8892	0.8934	0.9326	0.9326	0.9077	0.9562
	2	0.8715	0.8899	0.9134	0.9001	0.8938	0.9261	0.9361	0.9022	0.9583
	3	0.8702	0.8856	0.9136	0.9018	0.8940	0.9297	0.9358	0.8617	0.9603
	4	0.8729	0.8695	0.9145	0.899	0.8937	0.9328	0.9319	0.9089	0.9563
	5	0.8738	0.8616	0.9139	0.8933	0.8941	0.9280	0.9303	0.8756	0.9617
aBiofilm	1	0.8987	0.8962	0.9192	0.9009	0.9083	0.9382	0.9443	0.9164	0.9667
	2	0.8997	0.8758	0.9196	0.9117	0.9077	0.9398	0.9454	0.9212	0.9614
	3	0.9009	0.8898	0.9207	0.9147	0.9081	0.9424	0.9448	0.9125	0.9661
	4	0.8999	0.9038	0.9206	0.9193	0.9084	0.9412	0.9427	0.8894	0.9664
	5	0.9031	0.9048	0.9198	0.8964	0.9082	0.9422	0.9406	0.9272	0.9669
DrugVirus	1	0.8349	0.8036	0.8184	0.8427	0.7931	0.8349	0.8612	0.7725	0.8934
	2	0.8353	0.7956	0.8203	0.8415	0.7937	0.7901	0.8611	0.7981	0.8841
	3	0.8356	0.7959	0.8190	0.8440	0.7962	0.8413	0.8566	0.7802	0.8845
	4	0.8349	0.7876	0.8230	0.8372	0.8237	0.8264	0.8574	0.7899	0.8888
	5	0.8349	0.7902	0.8164	0.8346	0.8215	0.8171	0.8611	0.7991	0.8865