-to estimate class probability -most efficient algorithm and requires minimum computation -model produces a numeric estimate, but the values of the target variable are categorical  -it is a classifier
-to estimate class probability -most efficient algorithm and requires minimum computation -model produces a numeric estimate, but the values of the target variable are categorical  -it is a classifier
builds linear model for transformed target variable, attempts of produce accurate probability estimates by maximizing probability of training data