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Regularized Least Squares Multi-Class Knowledge- Based Kernel Machines: LINEAR b

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This book presents how a two-class discrimination model with or without prior knowledge can be extended to the case of multi-categorical discrimination with or without prior knowledge. The solution of the knowledge-based support vector machine (KBSVM) model for two-class discrimination is characterized by a linear programming (LP) problem, and this is due to the specific norm (L1 or L8) that is used to compute the distance between the two classes.

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