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mob

Monotonic Optimal Binning

v0.4.2 · Jul 30, 2021 · GPL (>= 2)

Description

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.

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CRAN Check Status

2 NOTE
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r-devel-linux-x86_64-debian-clang NOTE
r-devel-linux-x86_64-debian-gcc NOTE
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK
Check details (2 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘WenSui Liu <liuwensui@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "WenSui",
                    family = "Liu",
                    role = c("aut", "cre"),
                    email = "liuwensui@gmail.com")
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘WenSui Liu <liuwensui@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "WenSui",
                    family = "Liu",
                    role = c("aut", "cre"),
                    email = "liuwensui@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: ‘WenSui Liu <liuwensui@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "WenSui",
                    family = "Liu",
                    role = c("aut", "cre"),
                    email = "liuwensui@gmail.com")
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘WenSui Liu <liuwensui@gmail.com>’

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

Dependency Network

Dependencies Reverse dependencies gbm Rborist mob

Version History

new 0.4.2 Mar 10, 2026
updated 0.4.2 ← 0.4.1 diff Jul 30, 2021
updated 0.4.1 ← 0.4 diff Apr 4, 2021
updated 0.4 ← 0.3 diff Feb 16, 2021
updated 0.3 ← 0.2.1 diff Nov 1, 2020
updated 0.2.1 ← 0.2.0 diff Jul 5, 2020
updated 0.2.0 ← 0.1.0 diff Jul 4, 2020
new 0.1.0 Feb 28, 2020