 Binary probabilistic classifiers are also called binomial regression models in statistics.In econometrics, probabilistic classification in general is called discrete choice.Some classification models, such as naive Bayes, logistic regression and multilayer perceptrons (when trained under an appropriate loss function) are naturally probabilistic.