A Complex Heterogeneous Network Model of Disease Regulated by Noncoding RNAs: A Case Study of Unstable Angina Pectoris

Table 4

Link prediction results for M-T, T-T, and T- calculated by MR and MRR.

		RotatE	TransE	KG2E	DistMult	RGCN	CompGCN
MT	MR	7.9155 ± 0.7216	12.7434 ± 1.581	16.6473 ± 1.9285	29.1253 ± 31.6744	9.9069 ± 1.3969	12.7025 ± 1.3974
	MRR	0.1274 ± 0.0134	0.0795 ± 0.0090	0.0608 ± 0.0071	0.0638 ± 0.0343	0.1031 ± 0.0171	0.0796 ± 0.0087
TT	MR	3.3667 ± 0.1477	8.9800 ± 0.2236	4.2304 ± 0.2909	16.3310 ± 24.3477	3.3050 ± 0.1418	2.9691 ± 0.1183
	MRR	0.2976 ± 0.0135	0.1402 ± 0.0099	0.2373 ± 0.0154	0.1675 ± 0.0847	0.3031 ± 0.0132	0.3373 ± 0.0134
TP	MR	4.4050 ± 0.4242	7.8392 ± 1.0865	12.4661 ± 2.2471	24.3245 ± 31.8611	4.4954 ± 0.3793	5.2599 ± 0.6200
	MRR	0.2288 ± 0.0210	0.1297 ± 0.0174	0.0826 ± 0.0151	0.0941 ± 0.0501	0.2239 ± 0.0189	0.1926 ± 0.0234

Bold values indicate the best results on that task.