WOE Transformation and Scorecard Builder

Performs all steps in the credit scoring process. This package allows the user to follow all the necessary steps for building an effective scorecard. It provides the user functions for coarse binning of variables, Weights of Evidence (WOE) transformation, variable clustering, custom binning, visualization, and scaling of logistic regression coefficients. The results will generate a scorecard that can be used as an effective credit scoring tool to evaluate risk. For complete details on the credit scoring process, see Siddiqi (2005, ISBN:047175451X).


Reference manual

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2.2.1 by Thomas Brandenburger, a year ago

Browse source code at https://github.com/cran/Rprofet

Authors: Thomas Brandenburger [cre] , Eric Stratman [aut] , Riaz Khan [aut] , Allison Lempola [aut]

Documentation:   PDF Manual  

GPL-3 license

Imports binr, ClustOfVar, ggplot2, gridExtra, plyr, sqldf, stringr

Suggests ISLR, MASS

See at CRAN