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Robustness of Random Forest-based gene selection methods

BACKGROUND: Gene selection is an important part of microarray data analysis because it provides information that can lead to a better mechanistic understanding of an investigated phenomenon. At the same time, gene selection is very difficult because of the noisy nature of microarray data. As a conse...

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Detalles Bibliográficos
Autor principal: Kursa, Miron Bartosz
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3897925/
https://www.ncbi.nlm.nih.gov/pubmed/24410865
http://dx.doi.org/10.1186/1471-2105-15-8