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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...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Mao, Yong, Zhou, Xiaobo, Pi, Daoying, Sun, Youxian, Wong, Stephen T. C.
Format: Artigo
Sprache:Inglês
Veröffentlicht: Hindawi Publishing Corporation 2005
Schlagworte:
Online Zugang: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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