Table 3.

Compare the Performance of GCN with the state-of-the-art method DeepSynergy.

Performance metrics	AUC		AUPRC		Accuracy		Kappa		Evaluation method
	mean	std	mean	std	mean	std	mean	std
GCN	0.892	0.008	0.794	0.015	0.919	0.018	0.584	0.031	10-fold CV (Negative sampling)
DeepSynergy	0.893	0.034	0.568	0.089	0.929	0.014	0.568	0.106	10-CV