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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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Detalles Bibliográficos
Autores principales: Kim, Eunji, Ivanov, Ivan, Hua, Jianping, Lampe, Johanna W, Hullar, Meredith AJ, Chapkin, Robert S, Dougherty, Edward R
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5470876/
https://www.ncbi.nlm.nih.gov/pubmed/28659712
http://dx.doi.org/10.1177/1176935117710530