Differential prioritization between relevance and redundancy in correlation-based feature selection techniques for multiclass gene expression data

BACKGROUND: Due to the large number of genes in a typical microarray dataset, feature selection looks set to play an important role in reducing noise and computational cost in gene expression-based tissue classification while improving accuracy at the same time. Surprisingly, this does not appear to...

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Detalles Bibliográficos
Autores principales: Ooi, Chia Huey, Chetty, Madhu, Teng, Shyh Wei
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2006
Materias:
Methodology Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1569877/
https://www.ncbi.nlm.nih.gov/pubmed/16796748
http://dx.doi.org/10.1186/1471-2105-7-320

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1569877/
https://www.ncbi.nlm.nih.gov/pubmed/16796748
http://dx.doi.org/10.1186/1471-2105-7-320

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