Table 3 The metrics of link prediction results for different models on integrated KG, ADInt, by clinical trials dataset evaluation.

From: Repurposing non-pharmacological interventions for Alzheimer's disease through link prediction on biomedical literature

 

TransE

RotatE

DistMult

ComplEX

RGCN

CompGCN

Hits@1

0.5580

0.4545

0.2405

0.2143

0.4859

0.3144

Hits@3

0.6294

0.6320

0.3752

0.3058

0.7071

0.4152

Hits@10

0.7621

0.8107

0.5391

0.4537

0.9192

0.6944

MRR

0.6258

0.5768

0.3543

0.3084

0.6273

0.4206

MR

5.4165

5.2284

9.9905

11.5660

3.4996

7.6504

  1. The best values for each metric are in [bold].
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