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Predicting drug side effects by multi-label learning and ensemble learning

BACKGROUND: Predicting drug side effects is an important topic in the drug discovery. Although several machine learning methods have been proposed to predict side effects, there is still space for improvements. Firstly, the side effect prediction is a multi-label learning task, and we can adopt the...

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Detalhes bibliográficos
Publicado no:BMC Bioinformatics
Main Authors: Zhang, Wen, Liu, Feng, Luo, Longqiang, Zhang, Jingxia
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4634905/
https://ncbi.nlm.nih.gov/pubmed/26537615
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-015-0774-y
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