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The Illusion of Distribution-Free Small-Sample Classification in Genomics

Classification has emerged as a major area of investigation in bioinformatics owing to the desire to discriminate phenotypes, in particular, disease conditions, using high-throughput genomic data. While many classification rules have been posed, there is a paucity of error estimation rules and an ev...

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Detalles Bibliográficos
Autores principales: Dougherty, Edward R, Zollanvari, Amin, Braga-Neto, Ulisses M
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Bentham Science Publishers Ltd 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3145263/
https://www.ncbi.nlm.nih.gov/pubmed/22294876
http://dx.doi.org/10.2174/138920211796429763