Penalized feature selection and classification in bioinformatics
نویسندگان
چکیده
منابع مشابه
Feature Selection Algorithms for Classification and Clustering in Bioinformatics
This chapter discusses some important issues such as pre-processing of gene expression data, curse of dimensionality, feature extraction/selection, and measuring or estimating classifier performance. Although these concepts are relatively well understood among the technical people such as statisticians, electrical engineers, and computer scientists, they are relatively new to biologists and bio...
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Article history: Received 17 November 2009 Received in revised form 14 July 2010 Accepted 31 August 2010
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ژورنال
عنوان ژورنال: Briefings in Bioinformatics
سال: 2008
ISSN: 1467-5463,1477-4054
DOI: 10.1093/bib/bbn027