A Bayesian network is a directed acyclic graph whose vertices represent random variables and whose directed edges represent conditional dependencies.
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Pignistic and Bayesian ?
One prerequisite for Bayesian statistics is that you need to know or have prior knowledge of the opposite of the probability you are trying to create.
Bayesian refers to a branch of statistics in which the true nature of a non-deterministic event are not known but are expressed as probabilities. These are improved as more evidence is gathered.
Bayesian analysis is based on the principle that the true state of systems is unknown and is expressed in terms of its probabilities. These probabilities are improved as evidence is compiled.
Bayesian probability ; see related link .