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Parameters selection in gene selection using Gaussian kernel support vector machines by genetic algorithm

In microarray-based cancer classification, gene selection is an important issue owing to the large number of variables and small number of samples as well as its non-linearity. It is difficult to get satisfying results by using conventional linear statistical methods. Recursive feature elimination b...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Mao, Yong, Zhou, Xiao-bo, Pi, Dao-ying, Sun, You-xian, Wong, Stephen T.C.
Format: Artigo
Sprache:Inglês
Veröffentlicht: Zhejiang University Press 2005
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC1390438/
https://ncbi.nlm.nih.gov/pubmed/16187409
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1631/jzus.2005.B0961
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