outputs a value that corresponds to the probability of belonging to a class, used for classification
a method of classification: the model outputs the probability of a categorical target variable y belonging to a certain class.
pairwise regression. logistic probability unit (logit) is computed of the ratio of the probability of class a over class b. minimize the mean square error. maximize log-likelihood