Guo Lei, Xiao Huai-tie, Fu Qiang. The Study on the Separability of SVM Used in Target Recognition[J]. Journal of Electronics & Information Technology, 2009, 31(3): 570-573. doi: 10.3724/SP.J.1146.2007.01662
Citation:
Guo Lei, Xiao Huai-tie, Fu Qiang. The Study on the Separability of SVM Used in Target Recognition[J]. Journal of Electronics & Information Technology, 2009, 31(3): 570-573. doi: 10.3724/SP.J.1146.2007.01662
Guo Lei, Xiao Huai-tie, Fu Qiang. The Study on the Separability of SVM Used in Target Recognition[J]. Journal of Electronics & Information Technology, 2009, 31(3): 570-573. doi: 10.3724/SP.J.1146.2007.01662
Citation:
Guo Lei, Xiao Huai-tie, Fu Qiang. The Study on the Separability of SVM Used in Target Recognition[J]. Journal of Electronics & Information Technology, 2009, 31(3): 570-573. doi: 10.3724/SP.J.1146.2007.01662
This paper mainly studies the sufficient necessary condition of linear separability and the essential of soft margin in SVM, which is used in target recognition. In this paper, the sufficient necessary condition of linear separability is proved using a brief and clear method, and also proved and explained the new essential of penalty factor in SVM.
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