Machine Learning for Biomedical Literature Triage

This paper presents a machine learning system for supporting the first task of the biological literature manual curation process, called triage. We compare the performance of various classification models, by experimenting with dataset sampling factors and a set of features, as well as three differe...

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Detalles Bibliográficos
Autores principales: Almeida, Hayda, Meurs, Marie-Jean, Kosseim, Leila, Butler, Greg, Tsang, Adrian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4281078/
https://www.ncbi.nlm.nih.gov/pubmed/25551575
http://dx.doi.org/10.1371/journal.pone.0115892