What are Bayesian Networks? How is it used in Artificial Intelligence?
Bayesian networks are graphical models showing the probabilistic relationship between the set of variables.
It depicts the variables and their respective conditional probabilities in the form of a directed acyclic graphical. These are based on the Bayes theorem, which uses conditional probabilities.
It is used to detect anomalies, classification of e-mail as spam in medical diagnosis.
Bayes rule : In Artificial Intelligence to answer the probabilistic queries conditioned on one piece of evidence, Bayes rule can be used.
