Bayes optimal classifier - PowerPoint PPT Presentation

Bayesian Learning

Bayesian Learning. Computer Science 760 Patricia J Riddle. Introduction. Bayesian learning algorithms calculate explicit probabilities for hypotheses Naïve Bayes classifier is among the most effective in classifying text documents

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Bayesian Learning

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BAYES OPTIMAL CLASSIFIER

BAYES OPTIMAL CLASSIFIER. Session 17 CO2. Motivation. “what is the most probable hypothesis given the training data?” “what is the most probable classification of the new instance given the training data?”. Bayes Optimal Classifier.

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