Multiclass Cancer Classification by Using Fuzzy Support Vector Machine and Binary Decision Tree With Gene Selection

We investigate the problems of multiclass cancer classification with gene selection from gene expression data. Two different constructed multiclass classifiers with gene selection are proposed, which are fuzzy support vector machine (FSVM) with gene selection and binary classification tree based on...

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Hlavní autoři: Mao, Yong, Zhou, Xiaobo, Pi, Daoying, Sun, Youxian, Wong, Stephen T. C.
Médium: Artigo
Jazyk:Inglês
Vydáno: Hindawi Publishing Corporation 2005
Témata:
Research Article
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC1184049/
https://ncbi.nlm.nih.gov/pubmed/16046822
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/JBB.2005.160
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