Monotonic Optimal Binning
Description
Generate the monotonic binning and
perform the woe (weight of evidence) transformation for the logistic regression
used in the consumer credit scorecard development. The woe transformation is a piecewise
transformation that is linear to the log odds. For a numeric variable, all of its monotonic
functional transformations will converge to the same woe transformation.