exact inference

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Bayesian Networks → Read more...

A Bayesian network is a directed graph in which each node is annotated with quantitative probability information. This article covers the definition of a bayesian network with a graphical representation, the determination of independence between variables and the problem of finding the probability distribution of a set of query values given some observed events.