The Model-Based Study of the Effectiveness of Reporting Lists of Small Feature Sets Using RNA-Seq Data

Ranking feature sets for phenotype classification based on gene expression is a challenging issue in cancer bioinformatics. When the number of samples is small, all feature selection algorithms are known to be unreliable, producing significant error, and error estimators suffer from different degree...

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Bibliografiske detaljer
Udgivet i:Cancer Inform
Main Authors: Kim, Eunji, Ivanov, Ivan, Hua, Jianping, Lampe, Johanna W, Hullar, Meredith AJ, Chapkin, Robert S, Dougherty, Edward R
Format: Artigo
Sprog:Inglês
Udgivet: SAGE Publications 2017
Fag:
Methodology
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5470876/
https://ncbi.nlm.nih.gov/pubmed/28659712
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1177/1176935117710530
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