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Table 5 Description of the setup of the three experiments

From: Formalizing biomedical concepts from textual definitions

  Modeling Feature engineering Data F-score
  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%
  1. In all experiments Support Vector Machines are used.