smbinning

Scoring Modeling and Optimal Binning

v0.9 · Apr 1, 2019 · GPL (>= 2)

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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CRAN Check Status

2 NOTE

12 OK

Show all 14 flavors

Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	NOTE	135.3s
r-devel-linux-x86_64-debian-gcc	NOTE	101.2s
r-devel-linux-x86_64-fedora-clang	OK	212.5s
r-devel-linux-x86_64-fedora-gcc	OK	204s
r-devel-macos-arm64	OK	44s
r-devel-windows-x86_64	OK	135s
r-oldrel-macos-arm64	OK
r-oldrel-macos-x86_64	OK	100s
r-oldrel-windows-x86_64	OK	155s
r-patched-linux-x86_64	OK	130.3s
r-release-linux-x86_64	OK	130.4s
r-release-macos-arm64	OK
r-release-macos-x86_64	OK	176s
r-release-windows-x86_64	OK	125s

Check details (2 non-OK)

NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Herman Jopia <hjopia@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Herman",
                    family = "Jopia",
                    role = c("aut", "cre"),
                    email = "hjopia@gmail.com")
as necessary.

NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Herman Jopia <hjopia@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Herman",
                    family = "Jopia",
                    role = c("aut", "cre"),
                    email = "hjopia@gmail.com")
as necessary.

Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Herman Jopia <hjopia@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Herman",
                    family = "Jopia",
                    role = c("aut", "cre"),
                    email = "hjopia@gmail.com")
as necessary.

NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Herman Jopia <hjopia@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Herman",
                    family = "Jopia",
                    role = c("aut", "cre"),
                    email = "hjopia@gmail.com")
as necessary.

Dependency Network

Version History

new 0.9 Mar 10, 2026

updated 0.9 ← 0.8 diff Mar 31, 2019

updated 0.8 ← 0.7 diff Jan 6, 2019

updated 0.7 ← 0.6 diff Oct 17, 2018

updated 0.6 ← 0.5 diff Feb 21, 2018

updated 0.5 ← 0.4 diff Nov 30, 2017

updated 0.4 ← 0.3 diff Oct 21, 2017

updated 0.3 ← 0.2 diff Jun 19, 2016

updated 0.2 ← 0.1 diff Jun 13, 2015

new 0.1 Feb 14, 2015