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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...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Guan, Xiaowei, Chance, Mark R, Barnholtz-Sloan, Jill S
Format: Artigo
Sprache:Inglês
Veröffentlicht: BioMed Central 2012
Schlagworte:
Online Zugang: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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