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Gene selection algorithms for microarray data based on least squares support vector machine

BACKGROUND: In discriminant analysis of microarray data, usually a small number of samples are expressed by a large number of genes. It is not only difficult but also unnecessary to conduct the discriminant analysis with all the genes. Hence, gene selection is usually performed to select important g...

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Detalhes bibliográficos
Main Authors: Tang, E Ke, Suganthan, PN, Yao, Xin
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2006
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC1409801/
https://ncbi.nlm.nih.gov/pubmed/16504159
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-7-95
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