Bayesian Belief Networks

Interesting because:

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Naive Bayes assumption of conditional independence too restrictive

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But it's intractable without some such assumptions...

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Bayesian Belief networks describe conditional independence among subsets of variables

80#80

allows combining prior knowledge about (in)dependencies among variables with observed training data

(also called Bayes Nets)