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Models and selection criteria for regression and classification

UAI'97 Proceedings of the Thirteenth conference on Uncertainty in artificial intelligence, (2013): 223-228

Cited: 55|Views37

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dl.acm.org dblp.uni-trier.de academic.microsoft.com arxiv.org

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class variable yfull modelconditional probability distributionbrc modelarbitrary bayesian modelMore(6+)

Abstract

When performing regression or classification, we are interested in the conditional probability distribution for an outcome or class variable Y given a set of explanatory or input variables X. We consider Bayesian models for this task. In particular, we examine a special class of models, which we call Bayesian regression/classification (BR...More

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David Heckerman

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Christopher Meek

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