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. 2023 Oct 6;11:e16164. doi: 10.7717/peerj.16164

Table 3. Performance of the KGE models on the validation dataset.

KGE model Hits@1 Hits@3 Hits@10 Mean Reciprocal Rank (MRR)
TransE 0.0714 0.0943 0.1564 0.1006
ComplEx 0.0614 0.0886 0.1386 0.0923
DistMult 0.0479 0.0814 0.1288 0.0801
HolE 0.0379 0.0679 0.1336 0.0731