Automatic Parameters Selection for SVM Based on PSOOACSTPCD
Automatic Parameters Selection for SVM Based on PSO
Motivated by the fact that automatic parameters selection for Support Vector Machine (SVM) is an important issue to make SVM practically useful and the common used Leave-One-Out (LOO) method is complex calculation and time co…查看全部>>
Motivated by the fact that automatic parameters selection for Support Vector Machine (SVM) is an important issue to make SVM practically useful and the common used Leave-One-Out (LOO) method is complex calculation and time consuming,an effective strategy for automatic parameters selection for SVM is proposed by using the Particle Swarm Optimization (PSO) in this paper.Simulation results of practice data model demonstrate the effectiveness and high efficiency…查看全部>>
ZHANG Mingfeng;ZHU Yinghua;ZHENG Xu;LIU Yu
School of Science,Anshan University of Science and Technology,Anshan,1140001,ChinaThe Iron and Steel Corp.of Anshan,Anshan,1140001,ChinaSchool of Science,Anshan University of Science and Technology,Anshan,1140001,ChinaThe Iron and Steel Corp.of Anshan,Anshan,1140001,China
信息技术与安全科学
index terms-support vector machineparameters selectionParticle Swarm Optimization (PSO)
index terms-support vector machineparameters selectionParticle Swarm Optimization (PSO)
《现代电子技术》 2007 (1)
121-123,3
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