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Random forest for gene selection and microarray data classification

A random forest method has been selected to perform both gene selection and classification of the microarray data. In this embedded method, the selection of smallest possible sets of genes with lowest error rates is the key factor in achieving highest classification accuracy. Hence, improved gene se...

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Detalles Bibliográficos
Autores principales: Moorthy, Kohbalan, Mohamad, Mohd Saberi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Biomedical Informatics 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3218317/
https://www.ncbi.nlm.nih.gov/pubmed/22125385