Pattern Classification
Pattern Classification
Pattern Classification
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• Stopping criterion32• The algorithm terminates when the change in thecriterion function J(w) is smaller than some presetvalue θ; other stopping criteria that lead to betterperformance than this one• A weight update may reduce the error on the singlepattern being presented but can increase the error onthe full training set• In stochastic backpropgation and batch propagation,we must make several passes through the trainingdata<strong>Pattern</strong> <strong>Classification</strong>, Chapter 6
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