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Entropy Properties of a Decision Rule Class in Connection with machine learning abilities
Alexey Chervonenkis
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Oznake: computer science;machine learning;computational learning theory
Many methods of Machine Learning are based on the idea of empirical risk minimisation. It is to find a decision rule or a model from some set which most perfectly fits the data presented in the training set. This idea is based on the large number law: empirical risk converges to real risk, if the tr ...
Leto: 2007 Vir: videolectures.net
Št. zadetkov: 1
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