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Gene selection and classification of microarray data using random forest

BACKGROUND: Selection of relevant genes for sample classification is a common task in most gene expression studies, where researchers try to identify the smallest possible set of genes that can still achieve good predictive performance (for instance, for future use with diagnostic purposes in clinic...

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Detalles Bibliográficos
Autores principales: Díaz-Uriarte, Ramón, Alvarez de Andrés, Sara
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2006
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1363357/
https://www.ncbi.nlm.nih.gov/pubmed/16398926
http://dx.doi.org/10.1186/1471-2105-7-3