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.

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Description file content

Package
smbinning
Title
Scoring Modeling and Optimal Binning
Version
0.9
Author
Herman Jopia
Maintainer
Herman Jopia
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.
Depends
R (>= 3.2.0),sqldf,partykit,Formula
Imports
gsubfn
License
GPL (>= 2)
LazyData
true
RoxygenNote
6.1.1
Encoding
UTF-8
NeedsCompilation
no
Packaged
2019-04-01 10:23:23 UTC; hjopi
Repository
CRAN
Date/Publication
2019-04-01 10:50:03 UTC

install.packages('smbinning')

0.9

4 months ago

Herman Jopia

GPL (>= 2)

Depends on

R (>= 3.2.0),sqldf,partykit,Formula

Imports

gsubfn

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