Bayesian Belief Networks: Concepts and Mechanisms Quiz

BBNs are a type of probabilistic graphical model that represents the probabilistic relationships among a set of variables based on Bayesian probability theory.

Nodes represent random variables, and edges represent the relationships between variables, with a directed edge from variable A to variable B indicating that A has a direct influence on B.

Each node in a BBN has an associated CPT, which specifies the probability distribution of the node given its parents in the network.

<p>Bayesian probability theory involves updating beliefs about a hypothesis as new evidence becomes available.</p> Signup and view all the answers

<p>BBNs are also known as Bayesian Networks or Probabilistic Graphical Models.</p> Signup and view all the answers