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Bayesian Decision

Artificial Intelligence Bayes theoremBayesian Inference

The Bayesian Decision framework
Defining a performance criterion for a classifier relies on precisely what is expected from the classification process.

 


AI has been able to use tools drawn from economics, such as decision theory and decision analysis,[42] Bayesian decision networks,[98] information value theory,[43] Markov decision processes,[103] dynamic decision networks, ...

In some cases, we will find it useful to generalize the Bayesian view to encompass the Bayesian decision theory.

See also: Inference, Demon, Decision theory, Pattern recognition, Planning

Artificial Intelligence Bayes theoremBayesian Inference

 
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