What are the statistical perspective on data mining?
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The aims of data mining, and some of its methods, overlap with those of classical statistics. ... We examine these differences, and we describe three approaches to machine learning that have developed largely independently: classical statistics, Vapnik's statistical learning theory, and computational learning theory.
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