Shawe-Taylor J. Classification accuracy based on observed margin[J]. Algorithmica, 1998, 22(1): 157-172.
[2]
He Qiang, Chen Junfen, He Ming, et al. The impact of linear transformation on SVM margin//SMC 2006. Taipei: , 2006: 819-823.
[3]
Zhang Xinfeng, Liu Yaowei. Experimental study on the margin and generalization of hyper-sphere SVM//ICNC 2008. Beijing: , 2008: 71-75.
[4]
Chen Dirong, Wu Qiang, Ying Yiming, et al. Support vector machine soft margin classifiers: error analysis[J]. Journal of Machine Learning Research, 2004, 5(5): 1143-1175.
[5]
Schlkopf B, Platt J C, Shawe-Taylor J S, et al. Estimating the support of a high-dimensional distribution[J]. Neural Computation, 1999, 13(7): 1443-1471.
[6]
Vapnik V. Estimation of dependencies based on empirical data[M]. Translated by S. Kotz. New York: Springer-Verlag, 1982.
[7]
张莉, 郭军. 基于边界样本的训练样本选择方法[J]. 北京邮电大学学报, 2006, 29(4): 77-80. Zhang Li,Guo Jun. A method for the selection of training samples based on boundary samples[J]. Journal of Beijing University of Posts and Telecommunications, 2006, 29(4): 77-80.
