R Observatory: Metrics for Rprofet version 3.1.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

Rprofet

3.1.1Package record

WOE Transformation and Scorecard Builder

0packages depend

2.9Kdownloads / year

–test coverage

11/13flavors OK

Overview

About

Maintained by Thomas BrandenburgerCRAN page ↗

Performs all steps in the credit scoring process. This package allows the user to follow all the necessary steps for building an effective scorecard. It provides the user functions for coarse binning of variables, Weights of Evidence (WOE) transformation, variable clustering, custom binning, visualization, and scaling of logistic regression coefficients. The results will generate a scorecard that can be used as an effective credit scoring tool to evaluate risk. For complete details on the credit scoring process, see Siddiqi (2005, ISBN:047175451X).

Install

R (CRAN)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("Rprofet", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-rprofet

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-Rprofet

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-Rprofet

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

2NOTE11OK

Check messages

NOTEdependencies in R coder-devel-linux-x86_64-fedora-clang, r-devel-linux-x86_64-fedora-gcc

Namespaces in Imports field not imported from:
  ‘ROCit’ ‘corrplot’ ‘kableExtra’ ‘purrr’ ‘reshape2’
All declared Imports should be used.

CRAN check page ↗

Slowest check: 6.4 min · r-oldrel-windows-x86_64

Status changes

NOTE11 OK, 2 NOTE2026-09-08
ERROR11 OK, 1 NOTE, 1 ERROR2026-09-07
NOTE12 OK, 2 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 3.1.1

READMENoVignettesYes · 1 · dynamicNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 10
Examples that run: 100%10 run in a plain check
Exported functions with examples: 100%
Documented parameters: not tracked
Return-value docs: not tracked
Help pages citing references: 0%

Vignettes (1)

Rprofet HTML

How these are measured

Downloads

2.9K

CRAN downloads in the past year

Rank #15,625 · ~8/day · ~238/mo

Releases R versions

Daily download trend is not available in this view yet.

29430 days

78790 days

2.9K1 year

Compare downloads with other packages →

Also on67 r2u3 autocran

How downloads are counted

Dependencies

Declared dependencies

16 external dependencies (excludes base and recommended)

Installing Rprofet adds 73 packages (37 with compiled code, 61 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, bslib 5.6 MB.

Depends (0)

none

Imports (13)

binr ClustOfVar ggplot2 gridExtra plyr sqldf stringr dplyr corrplot kableExtra purrr reshape2 ROCit

LinkingTo (0)

none

Suggests (4)

ISLR knitrMASSrmarkdown

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (3)

Thomas Brandenburger

Maintainer since 1.1.0 (2018)

Eric Stratman

Author

Krystal Wang

Author · added in 3.1.1

Listed in earlier versions (2)

Riaz Khan

no longer listed · 1.1.0 to 2.2.1

Allison Lempola

no longer listed · 1.1.0 to 2.2.1

Releases (5)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
3.1.1Latest
record
2024-02-27 · current release · diff ↗
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
R
R 4.0.0 released · 2020-04-24
2.2.1
record
2020-04-01 · diff ↗
R
R 3.6.0 released · 2019-04-26
R
R 3.5.0 released · 2018-04-23
2.2.0
record
2018-04-14 · diff ↗
2.1.0
record
2018-04-09 · diff ↗
1.1.0
record
2018-02-07
R
R 3.4.0 released · 2017-04-21

Package metadata

First published: 2018-02-07
Total releases: 5 / 8 yrs
License: GPL-3 OSI
Download size: 1.4 MB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("Rprofet")

Format

Brandenburger, T., Stratman, E., & Wang, K. (2024). Rprofet: WOE Transformation and Scorecard Builder (Version 3.1.1) [Computer software]. https://doi.org/10.32614/CRAN.package.Rprofet

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for Rprofet version 3.1.1 [Data set]. HJJB, LLC. Data release v2026-10-23. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-23, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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