smbinning: Scoring Modeling and Optimal Binning
A set of functions to build a scoring model from beginning to end, leading the user
to follow an efficient and organized development process, reducing significantly the time
spent on data exploration, variable selection, feature engineering, binning and model selection
among other recurrent tasks.
The package also incorporates monotonic and customized binning, scaling capabilities that
transforms logistic coefficients into points for a better business understanding and
calculates and visualizes classic performance metrics of a classification model.
||R (≥ 3.2.0), sqldf, partykit, Formula
||Herman Jopia <hjopia at gmail.com>
||GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
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