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.