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A comparative study of improvements Pre-filter methods bring on feature selection using microarray data

BACKGROUND: Feature selection techniques have become an apparent need in biomarker discoveries with the development of microarray. However, the high dimensional nature of microarray made feature selection become time-consuming. To overcome such difficulties, filter data according to the background k...

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Detalles Bibliográficos
Autores principales: Wang, Yingying, Fan, Xiaomao, Cai, Yunpeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4340279/
https://www.ncbi.nlm.nih.gov/pubmed/25825671
http://dx.doi.org/10.1186/2047-2501-2-7