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What reasons exist to favor bayesian networks over other, presumably more powerful, predicitve models like random forests or deep neural networks?

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    $\begingroup$ i am less familiar with DNN's - but i would presume that one of the reasons to continue to use Bayesian networks is that they are probabilistic models, that more intuitively (at least than random forests) give a probabilistic interpretation of outcomes and results $\endgroup$
    – Wouter
    Commented Jul 20, 2015 at 13:44

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