Combining the External Medical Knowledge Graph Embedding to Improve the Performance of Syndrome Differentiation Model

Table 4

Performance evaluation of knowledge graph embedding.

Methods	MRR	MR	Hit@1	Hit@10	Hit@100
TransE	0.827	171	0.764	0.912	0.946
DistMult	0.203	492	0.13	0.357	0.633
ComplEx	0.201	530	0.128	0.35	0.625
HolE	0.208	1103	0.133	0.363	0.539
ConvKB	0.157	1011	0.072	0.361	0.551