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. 2021 Feb 18;7:e341. doi: 10.7717/peerj-cs.341

Table 4. The top hit@10 results for relation prediction on the subset of Hetionet dataset as feature generators models.

Relation Walking RDF/OWL TransE Poincaré Rescal SimplE R-GCN
treats relation 53.79 55.62 22.06 47.01 40.39 67.54
presents relation 31.28 24.85 13.26 26.93 14.43 21.13
associates relation 8.32 6.53 3.71 4.59 0.95 2.61
causes relation 16.78 13.29 8.71 13.83 15.68 8.43

Note:

The highest performing method is indicated in bold.