Analysis of Sensitivity to the Kernel Parameter Choice: Comparing the Performance Profiles Exhibited by Standard andLeast-Squares SVM Classifiers

Clodoaldo Ap. M. Lima, André L. V. Coelho, Fernando J. Von Zuben. Analysis of Sensitivity to the Kernel Parameter Choice: Comparing the Performance Profiles Exhibited by Standard andLeast-Squares SVM Classifiers. In Luiza de Macedo Mourelle, Nadia Nedjah, Janusz Kacprzyk, Ajith Abraham, editors, Seventh International Conference on Intelligent Systems Design and Applications, ISDA 2007, Rio de Janeiro, Brazil, October 20-24, 2007. pages 127-132, IEEE Computer Society, 2007. [doi]

Abstract

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