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Multiple-input multiple-output causal strategies for gene selection

BACKGROUND: Traditional strategies for selecting variables in high dimensional classification problems aim to find sets of maximally relevant variables able to explain the target variations. If these techniques may be effective in generalization accuracy they often do not reveal direct causes. The l...

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Detalhes bibliográficos
Main Authors: Bontempi, Gianluca, Haibe-Kains, Benjamin, Desmedt, Christine, Sotiriou, Christos, Quackenbush, John
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2011
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3323860/
https://ncbi.nlm.nih.gov/pubmed/22118187
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-12-458
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