Bayesian Belief Networks specify joint conditional probability distributions. They are also known as Belief Networks, Bayesian Networks, or Probabilistic Networks. Bayesian Belief Networks are directed acyclic graphs that combine prior knowledge with observed data.

• A Belief Network allows class conditional independencies to be defined between subsets of variables.
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