Bayes classifier

A Bayes classifier is a statistical classification technique based on Bayes' theorem, which provides a way to update the probability of a hypothesis as more evidence or information becomes available. In the context of classification, the Bayes classifier classes a given sample into one of several classes based on the probabilities of the sample belonging to each class.