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Kernelized modification of Ho–Kashyap algorithm with squared approximation of the misclassification errors (KMHKS) is an effective algorithm for nonlinearly separable classification problems. While KMHKS only adopts one kernel function. So a multi-kernel classification machine with reduced complexity named Nyström approximation matrix with Multiple KMHKSs (NMKMHKS) has been developed. But NMKMHKS...
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