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r-smbinning

Anaconda Verified

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.

Installation

To install this package, run one of the following:

Conda
$conda install r::r-smbinning

Usage Tracking

0.9
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Downloads (Last 6 months): 0

About

Summary

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.

Last Updated

Jan 16, 2024 at 22:34

License

GPL-2

Total Downloads

37

Supported Platforms

noarch