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Searching optimal hyper parameters of support vector machine classifier has biggish effect to the performance of the classifier. It could be found through k-fold cross-validation to penalty factor C and parameter sigma in Gauss kernel function based on grid searching that the distribution of classifier precision is of isoline and multi-peak value. According to this, two heuristic search strategies...
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