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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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Detalles Bibliográficos
Autores principales: Huang, Mei-Ling, Hung, Yung-Hsiang, Lee, W. M., Li, R. K., Jiang, Bo-Ru
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4175386/
https://www.ncbi.nlm.nih.gov/pubmed/25295306
http://dx.doi.org/10.1155/2014/795624