Research Article

Drug Disease Relation Extraction from Biomedical Literature Using NLP and Machine Learning

Table 6

Comparison of precision measure.

SystemMethodPrecision %
CUREPREVENTSIDE EFFECTNO CURE

DDRel approachNLP, polynomial SVM UMLS ontology99.4981.4373.530
Abacha and Zweigenbaum [31]Linear SVM90.4415.150NA
Wang et al. [36]Pattern, UMLS91.2NA92.3NA