Table 1 Details of FB15k, WN18, WD40k and WD40k_nl
From: Relation prediction in knowledge graph by Multi-Label Deep Neural Network
FB15k | WN18 | WD40k | WD40k_nl | |
|---|---|---|---|---|
Original data | Freebase | Wordnet | Wikidata | wikidata |
Number of entities (entity_voc) | 14,951 | 40,943 | 40,000 | 40,000 |
Number of relations (relation_voc) | 1,345 | 18 | 568 | 568 |
Number of triples for training | 483,142 | 141,442 | 193,043 | 193,043 |
Number of triples for validation | 50,000 | 5,000 | 19,461 | 19,461 |
Number of triples for testing | 59,071 | 5,000 | 19,370 | 13,456 |
Density | 1.980×10−6 | 5.019×10−6 | 2.551×10−7 | 2.551×10−7 |
% Test Linked | 80.9 | 94.0 | 30.5 | 0.0 |