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Definition of "Bayesian classifier" |
a Bayesian classifier is a function of a realization of an observed random vector X and returns a classification w. The set of possible classes is finite. A Bayesian classifier requires the conditional distribution function of X given w and the prior probabilities of each class. A Bayesian classifier returns the wi such that P(wi|X) is maximized. By Bayes’ rule |
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