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Bayesian Machine Learning

Published in IGI Global eBooks • Jan 1, 2005
NobleIDNI1P43W24R27S27
Authors:
Eitel J. M. Lauría

Abstract

Bayesian methods provide a probabilistic approach to machine learning. The Bayesian framework allows us to make inferences from data using probability models for values we observe and about which we want to draw some hypotheses. Bayes theorem provides the means of calculating the probability of a hy...

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