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Splitting random forest (SRF) for determining compact sets of genes that distinguish between cancer subtypes

BACKGROUND: The identification of very small subsets of predictive variables is an important toπc that has not often been considered in the literature. In order to discover highly predictive yet compact gene set classifiers from whole genome expression data, a non-parametric, iterative algorithm, Sp...

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Detalhes bibliográficos
Main Authors: Guan, Xiaowei, Chance, Mark R, Barnholtz-Sloan, Jill S
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2012
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3444418/
https://ncbi.nlm.nih.gov/pubmed/22616791
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/2043-9113-2-13
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