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.


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install.packages("smbinning")

0.9 by Herman Jopia, 5 months ago


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


Authors: Herman Jopia


Documentation:   PDF Manual  


GPL (>= 2) license


Imports gsubfn

Depends on sqldf, partykit, Formula


Imported by dlookr.

Suggested by SmartEDA, woeR.


See at CRAN