Definition
A family of simple, probabilistic classifiers that calculate the likelihood of an instance belonging to a class based on Bayes' theorem and feature independence assumptions.
In short: A family of simple, probabilistic classifiers that calculate the likelihood of an instance belonging to a class based on Bayes' theorem and feature independence assumptions.