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Web-BAMT is a web service that allows you to train Bayesian networks on demonstration examples on data of various nature.
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#Introduction to Bayesian networks
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A Bayesian network is a pair of directed acyclic graph (DAG) describing the dependencies of characteristics and some factorization of the joint distribution of characteristics in the product of conditional, generated by these dependencies.
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The task of training a Bayesian network is thus split into two subtasks:
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*Finding the structure of the Bayesian network.
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*Parametric training of the Bayesian network or, in other words, selection of marginal and conditional distributions that describe the conditional ones accurately enough. |
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