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Statistical Learning World as a Probability Distribution

Statistical Learning World as a Probability Distribution . Consider a distribution D over space X ? Y X - the instance space; Y - set of labels. (e.g. +/-1 ) Can think about the data generation process as governed by D(x), and the labeling process as governed by D(y|x), such that

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