The solution of normal least squares support vector regression(LSSVR)is lack of sparseness,which limits the real-time and hampers the wide applications to a certain *** overcome this obstacle,a scheme,named I2FSA-LSSV...
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The solution of normal least squares support vector regression(LSSVR)is lack of sparseness,which limits the real-time and hampers the wide applications to a certain *** overcome this obstacle,a scheme,named I2FSA-LSSVR,is *** with the previously approximate algorithms,it not only adopts the partial reduction strategy but considers the influence between the previously selected support vectors and the willselected support vector during the process of computing the supporting *** a result,I2FSA-LSSVR reduces the number of support vectors and enhances the *** confirm the feasibility and effectiveness of the proposed algorithm,experiments on benchmark data sets are conducted,whose results support the presented I2FSA-LSSVR.
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