Research Article
A Complex Heterogeneous Network Model of Disease Regulated by Noncoding RNAs: A Case Study of Unstable Angina Pectoris
Table 6
Accuracy of multilabel classification of targets and pathways.
| | RotatE | TransE | KG2E | DistMult | RGCN | CompGCN |
| Accuracy | T | 0.7902 ± 0.0115 | 0.7766 ± 0.0188 | 0.7704 ± 0.0235 | 0.8200 ± 0.0201 | 0.8312 ± 0.0220 | 0.8205 ± 0.0248 | | 0.8245 ± 0.0400 | 0.8047 ± 0.0630 | 0.8127 ± 0.0459 | 0.8167 ± 0.0634 | 0.8356 ± 0.0404 | 0.8307 ± 0.0336 |
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Bold values indicate the best results on that task.
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