SVM-RFE With MRMR Filter for Gene Selection

We enhance the support vector machine recursive feature elimination (SVM-RFE) method for gene selection by incorporating a minimum-redundancy maximum-relevancy (MRMR) filter. The relevancy of a set of genes are measured by the mutual information among genes and class labels, and the redundancy is gi...

ver descrição completa

Detalhes bibliográficos
Principais autores: Mundra, Piyushkumar A., Rajapakse, Jagath
Outros Autores: Massachusetts Institute of Technology. Department of Biological Engineering
Formato: Artigo
Idioma:en_US
Publicado em: Institute of Electrical and Electronics Engineers 2011
Acesso em linha:http://hdl.handle.net/1721.1/62171