R Observatory: Metrics for ModTools version 0.9.13

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

ModTools

0.9.13

Building Regression and Classification Models

0packages depend

8.5Kdownloads / year

–test coverage

8/13checks pass

Overview

About

Maintained by Andri SignorellFirst published 2021-07-264 releasesCRAN page ↗GitHub ↗

Consistent user interface to the most common regression and classification algorithms, such as random forest, neural networks, C5 trees and support vector machines, complemented with a handful of auxiliary functions, such as variable importance and a tuning function for the parameters.

Install

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

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

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

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("AndriSignorell/ModTools")

Development version from AndriSignorell/ModTools. Installs pak first if it is not already available.

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-modtools

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

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-ModTools

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-ModTools

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

5NOTE8OK

Failing flavors

NOTE r-devel-linux-x86_64-debian-clang
NOTE r-devel-linux-x86_64-debian-gcc
NOTE r-devel-linux-x86_64-fedora-clang
NOTE r-devel-linux-x86_64-fedora-gcc
NOTE r-devel-windows-x86_64

Slowest check: 3.4 min · r-oldrel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

23

Dependencies · direct

Check history

NOTE2026-07-16
10 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 427 wordsVignettesNopkgdown siteNoNEWSYes · 33% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 100%
References docs: 33%

Downloads

8.5K

CRAN downloads in the past year

Rank #5,292 · ~23/day · ~707/mo

Releases R versions

Daily download trend is not available in this view yet.

16330 days

1.5K90 days

8.5K1 year

Compare downloads with other packages →

Also on99 r2u

Repository

GitHub ↗ andrisignorell/modtools

2Stars

0Forks

0Open issues

0Open PRs

0Releases

33Commits

2Contributors

33 commits · Last activity 2025-08-07

Stars over time

2024-03-24 · 22026-07-07 · 2

Repository practices

Upstream repositoryBeta

2 development-tooling and community-health practices detected across 2 families in the upstream repository

Checks run against github.com/andrisignorell/modtools on 2026-08-09.

Continuous integration (1)

GitHub Actions

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

16 external dependencies (excludes base and recommended)

Depends (5)

R >= 3.5.0DescToolsMASSnnetsurvival

Imports (19)

e1071 C50rpartrandomForest pROCmethodsrelaimpo rpart.plotlatticelmtest car robustbaseclassNeuralNetTools naivebayes sandwich AERbootpscl

LinkingTo (0)

none

Suggests (1)

VGAM

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (15)

Maintainer (1)

Andri Signorell

Author, Maintainer

Authors (1)

Andri Signorell

Author, Maintainer

Contributors (14)

Contributor

Contributor

Contributor

Contributor

Contributor

Contributor

Contributor

Contributor

Show 6 more contributors

Contributor

Contributor

Contributor

Contributor

Contributor

Contributor

Package Timeline

4 releases. Pick two to compare their code metrics. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
0.9.13Latest
2024-09-30 · current release · diff ↗
unarchivedReturned to CRAN
2024-09-30
archivedRemoved from CRAN
2024-09-05
issues were not corrected in time
0.9.12
2024-07-31 · diff ↗
R
R 4.4.0 released · 2024-04-24
0.9.6
2024-01-24 · diff ↗
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
0.9.4
2021-07-26
R
R 4.1.0 released · 2021-05-18

Package metadata

First published: 2021-07-26
Total releases: 4 / 5 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 3.5.0
Bundled data: 31 KB / 3 files
Download size: 87 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("ModTools")

Format

Signorell, A., Compton, B., Dettling, M., Hainard, A., Kuhn, M., Lisacek, F., Majka, M., Müller, M., Putler, D., Sanchez, J., Tiberti, N., Turck, N., Tuszynski, J., Xavier, R., & Zeileis, A. (2024). ModTools: Building Regression and Classification Models (Version 0.9.13) [Computer software]. https://doi.org/10.32614/CRAN.package.ModTools

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

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 ModTools version 0.9.13 [Data set]. HJJB, LLC. Data release v2026-08-11. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-11, which the citation names so these numbers can be found later. More on citing and the projects behind them.

Report a problem with this page →