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The results show that the C-R sphere SVM algorithm exhibits good performance when appropriate values of lambda and sigma are taken.
The performance of SVM radial kernel, SVM linear grid and SVM radial grid was compared and found that SVM linear grid performs better than other SVM models.
Proceedings ArticleDOI
Guang Wang, Yun-fei Qiu, Hong-xia Li 
22 Jun 2010
15 Citations
The experimental results show that the proposed PSVM has higher accuracy the some other SVM model such as GSVM and basic SVM.
The results show that the proposed prediction model surpasses the traditional SVM in prediction performance.
Proceedings ArticleDOI
Tao Xiong, Vladimir Cherkassky 
27 Dec 2005
1K Citations
We show that existing SVM software can be used to solve the SVM/LDA formulation.
We propose a decomposition method for -SVM that is competitive with existing methods for C-SVM.
Open accessProceedings ArticleDOI
14 Aug 2009
10 Citations
Experiments demonstrated that the integrated GA-SVM approach is superior compared to conventional SVM applications.