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New Support Vector Algorithms

Neural Computation, no. 5 (2006): 1207-1245

被引用3345|浏览49
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摘要

We propose a new class of support vector algorithms for regression and classification. In these algorithms, a parameter ν lets one effectively control the number of support vectors. While this can be useful in its own right, the parameterization has the additional benefit of enabling us to eliminate one of the other free parameters of the...更多

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