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Gene selection using iterative feature elimination random forests for survival outcomes

Although many feature selection methods for classification have been developed, there is a need to identify genes in high-dimensional data with censored survival outcomes. Traditional methods for gene selection in classification problems have several drawbacks. First, the majority of the gene select...

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Bibliografiske detaljer
Main Authors: Pang, Herbert, George, Stephen L., Hui, Ken, Tong, Tiejun
Format: Artigo
Sprog:Inglês
Udgivet: 2012
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3495190/
https://ncbi.nlm.nih.gov/pubmed/22547432
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TCBB.2012.63
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