smbinning (version 0.9)

Scoring Modeling and Optimal Binning

Description

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

install.packages('smbinning')

Monthly Downloads

7,009

Version

0.9

License

GPL (>= 2)

Maintainer

Last Published

April 1st, 2019

Functions in smbinning (0.9)