Mixed variable ant colony optimization technique for feature subset selection and model selection

• المؤلفون الرئيسيون: Alwan, Hiba Basim, Ku-Mahamud, Ku Ruhana
• التنسيق: Conference or Workshop Item
• اللغة: English
• منشور في: 2013
• الموضوعات: QA76 Computer software
• الوصول للمادة أونلاين: http://repo.uum.edu.my/11963/1/PID25.pdf; http://repo.uum.edu.my/11963/; http://www.icoci.cms.net.my

This paper presents the integration of Mixed Variable Ant Colony Optimization and Support Vector Machine (SVM) to enhance the performance of SVM through simultaneously tuning its parameters and selecting a small number of features.The process of selecting a suitable feature subset and optimizing SV...