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Classifying pairs with trees for supervised biological network inference

Networks are ubiquitous in biology, and computational approaches have been largely investigated for their inference. In particular, supervised machine learning methods can be used to complete a partially known network by integrating various measurements. Two main supervised frameworks have been prop...

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Detalhes bibliográficos
Publicado no:Mol Biosyst
Main Authors: Schrynemackers, Marie, Wehenkel, Louis, Babu, M. Madan, Geurts, Pierre
Formato: Artigo
Idioma:Inglês
Publicado em: Royal Society of Chemistry 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4601289/
https://ncbi.nlm.nih.gov/pubmed/26008881
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1039/c5mb00174a
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