Nonlinear Multiclass Classification Using Radial Basis Function Networks and Its Application

Tomohiro Ando; Junichiro Simauchi; Sadanori Konishi

doi:10.5023/jappstat.31.123

Ouyou toukeigaku

Online ISSN : 1883-8081
Print ISSN : 0285-0370
ISSN-L : 0285-0370

Nonlinear Multiclass Classification Using Radial Basis Function Networks and Its Application

Tomohiro Ando, Junichiro Simauchi, Sadanori Konishi

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Keywords: Bayes approach, information criteria, multi-class classification, neural networks, regularization

JOURNAL FREE ACCESS

2002 Volume 31 Issue 2 Pages 123-139

DOI https://doi.org/10.5023/jappstat.31.123

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Abstract

Neural networks have received considerable attention in various fields of research such as statistical science, engineering, computer science, artificial intelligence, among others. We considered the multi-class classification problem based on radial basis function networks with hybrid learning and the technique of regularization.

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