CRAN/E | mob

mob

Monotonic Optimal Binning

Installation

About

Generate the monotonic binning and perform the woe (weight of evidence) transformation for the logistic regression used in the consumer credit scorecard development. The woe transformation is a piecewise transformation that is linear to the log odds. For a numeric variable, all of its monotonic functional transformations will converge to the same woe transformation.

github.com/statcompute/mob

Key Metrics

Version 0.4.2
R ≥ 3.3.3
Published 2021-07-31 1000 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks mob results

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Maintainer

Maintainer

WenSui Liu

liuwensui@gmail.com

Authors

WenSui Liu

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

mob archive

Depends

R ≥ 3.3.3

Imports

stats
gbm
Rborist