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Uniqueness Of The Svm Solution
ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 12, (2000): 223-229
EI
摘要
We give necessary and sufficient conditions for uniqueness of the support vector solution for the problems of pattern recognition and regression estimation, for a general class of cost functions. We show that if the solution is not unique, all support vectors are necessarily at bound, and we give some simple examples of non-unique solutio...更多
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