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Automatic Assignment of Non-Leaf MeSH Terms to Biomedical Articles

Assigning labels from a hierarchical vocabulary is a well known special case of multi-label classification, often modeled to maximize micro F(1)-score. However, building accurate binary classifiers for poorly performing labels in the hierarchy can improve both micro and macro F(1)-scores. In this pa...

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Detalhes bibliográficos
Publicado no:AMIA Annu Symp Proc
Main Authors: Kavuluru, Ramakanth, Rios, Anthony
Formato: Artigo
Idioma:Inglês
Publicado em: American Medical Informatics Association 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4765689/
https://ncbi.nlm.nih.gov/pubmed/26958205
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