Methods of Pattern Recognition
To implement the SRM inductive principle in learning algorithms one has to minimize the risk in a given set of functions by controlling two factors: the value of the empirical risk and the value of the confidence interval.
KeywordsSupport Vector Machine Feature Space Decision Rule Radial Basis Function Neural Network Empirical Risk
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