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The Study on the Separability of SVM Used in Target Recognition |
Guo Lei; Xiao Huai-tie; Fu Qiang |
School of Electronic Science and Engineering, National University of Defense Technology, Changsha 410073, China |
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Abstract 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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Received: 23 October 2007
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