Probabilistic Models
Bayesian Network
A probabilistic graphical model that represents a set of variables and their conditional dependencies using a directed acyclic graph.
Expanded definition
Bayesian networks are used to model uncertainty in complex domains by capturing relationships between variables. Each node in the graph represents a variable, and the directed edges indicate the dependencies between them. Inference in Bayesian networks allows for the computation of probabilities and predictions based on observed data.
Related terms
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