Microcanonical Annealing and Threshold Accepting for Parameter Determination and Feature Selection of Support Vector Machines

Support vector machine (SVM) is a popular classification technique with many diverse applications. Parameter determination and feature selection significantly influences the classification accuracy rate and the SVM model quality. This paper proposes two novel approaches based on: Microcanonical An...

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Bibliographic Details
Main Authors: Seyyid Ahmed Medjahed, Tamazouzt Ait Saadi, Abdelkader Benyettou, Mohammed Ouali
Format: Article
Language:English
Published: University of Zagreb Faculty of Electrical Engineering and Computing 2016-12-01
Series:Journal of Computing and Information Technology
Subjects:
Online Access:http://cit.fer.hr/index.php/CIT/article/view/3342/2111