SVM-RFE Based Feature Selection and Taguchi Parameters Optimization for Multiclass SVM Classifier

Recently, support vector machine (SVM) has excellent performance on classification and prediction and is widely used on disease diagnosis or medical assistance. However, SVM only functions well on two-group classification problems. This study combines feature selection and SVM recursive feature elim...

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Bibliographic Details
Main Authors: Mei-Ling Huang, Yung-Hsiang Hung, W. M. Lee, R. K. Li, Bo-Ru Jiang
Format: Article
Language:English
Published: Hindawi Limited 2014-01-01
Series:The Scientific World Journal
Online Access:http://dx.doi.org/10.1155/2014/795624