Sparse PLS discriminant analysis: biologically relevant feature selection and graphical displays for multiclass problems

<p>Abstract</p> <p>Background</p> <p>Variable selection on high throughput biological data, such as gene expression or single nucleotide polymorphisms (SNPs), becomes inevitable to select relevant information and, therefore, to better characterize diseases or assess gen...

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Bibliographic Details
Main Authors: Besse Philippe, Boitard Simon, Lê Cao Kim-Anh
Format: Article
Language:English
Published: BMC 2011-06-01
Series:BMC Bioinformatics
Online Access:http://www.biomedcentral.com/1471-2105/12/253