Table 3 The parameter settings of Ne_AnKGE.
From: An enhanced framework for knowledge graph embedding based on negative sample analogical reasoning
Dataset | \(\lambda\) | Model | \(\gamma\) | r | \(\beta\) | m (%) | n | p |
|---|---|---|---|---|---|---|---|---|
FB15K-237 | 0.3 | TransE | 9.0 | \(5e^{-4}\) | 2.0 | 60 | 128 | 1 |
RotatE | 9.0 | \(5e^{-4}\) | 2.0 | 60 | 128 | 2 | ||
WN18RR | 0.0 | TransE | 6.0 | \(5e^{-4}\) | 2.0 | 60 | 384 | 1 |
RotatE | 6.0 | \(5e^{-4}\) | 2.0 | 60 | 384 | 2 |
