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Embedded Bayesian Network Classifiers

Published in arXiv (Cornell University) • Oct 22, 2019
NobleIDNI4P86W02R29S28
Authors:
David Heckerman
,
Christopher Meek

Abstract

Low-dimensional probability models for local distribution functions in a Bayesian network include decision trees, decision graphs, and causal independence models. We describe a new probability model for discrete Bayesian networks, which we call an embedded Bayesian network classifier or EBNC. The mo...

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