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This type of graphical model is known as a directed graphical model, [[Bayesian network]], or belief network. Classic machine learning models like [[hidden Markov models]], [[neural networks]] and newer models such as [[variable-order Markov model]]s can be considered special cases of Bayesian networks.
 
One of the simplest Bayesian Networks is the [[Naive Bayes classifier]].
 
===Cyclic Directed Graphical Models===