Titlebook: Support Vector Machines for Pattern Classification; Shigeo Abe Book 2010Latest edition Springer-Verlag London 2010 Fuzzy Systems.Kernel Me

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Maximum-Margin Multilayer Neural Networks,Three-layer (one-hidden-layer) neural networks are known to be universal approximators [1, 2], in that they can approximate any continuous functions with any accuracy.

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Function Approximation,Support vector regressors, which are extensions of support vector machines, have shown good generalization ability for various function approximation and time series prediction problems (e.g., [1],[2]). In this chapter, first we discuss definitions of L1 and L2 support vector regressors and their training methods.

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978-1-4471-2548-8Springer-Verlag London 2010

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