The glmdisc package provides two important functions: glmdisc and its associate method discretize.

## glmdisc function

The glmdisc function discretizes a training set using an SEM-Gibbs based method.

## discretize function

The discretize function will discretize a new input dataset given a discretization scheme of S4 class glmdisc.

## cutpoints function

The cutpoints function will provide the cutpoints / groupings of a discretization scheme of S4 class glmdisc in a list.

## predict function

The predict function will discretize a raw test set, given a provided discretization scheme of S4 class glmdisc, using the discretize function and return the predicted probabilities.

## Miscellaneous

We provide as well the classical show, print, summary functions, as well as normalizedGini that is used to calculate the Gini index (a classical Credit Scoring goodness-of-fit indicator).