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Multi-task feature selection in microarray data by binary integer programming

A major challenge in microarray classification is that the number of features is typically orders of magnitude larger than the number of examples. In this paper, we propose a novel feature filter algorithm to select the feature subset with maximal discriminative power and minimal redundancy by solvi...

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Detalhes bibliográficos
Main Authors: Lan, Liang, Vucetic, Slobodan
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2013
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4043987/
https://ncbi.nlm.nih.gov/pubmed/24564944
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1753-6561-7-S7-S5
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