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The selection of parameters plays an important role to the performance of support vector regression (SVR). In this paper, a novel parameter selection method for SVR is presented based on the bi-level programming problem. The proposed method does not need priori knowledge the value of the parameter epsiv. At the same time, the parameter epsiv can be calculated by the new SVR. And the number of the...
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