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This paper puts forwards a classifier hybridizing rough sets (RSs) and wavelet support vector machine (WSVM). Rough sets method is used as a preprocessor to select the subset of input variables. Then a method that generates wavelet kernel function of the SVM is proposed based on the theory of wavelet frame and the condition of the SVM kernel function. The Mexican Hat wavelet is selected to construct...
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