Table 5 Description of the setup of the three experiments
From: Formalizing biomedical concepts from textual definitions
| Â | Modeling | Feature engineering | Data | F-score | ||||
|---|---|---|---|---|---|---|---|---|
| Â | Corpora | Relation set | Relationship | Lexical | Semantic | Size | Without types | With types |
Exp1 | MeSH | SNOMED CT | InfRB | 3-grams | — | 424 | 74% | 99.1% |
Exp2 | SemRep | SemRep | SemRep | 3-grams | UMLS | 1,357 | 51%–54% | 94% |
Exp3 | WIKI+D4D | SNOMED CT | InfRB | 3-grams | SNOMED CT | 9,292 | 58%–70% | 100% |