R Observatory: Metrics for classmap version 1.2.7

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

classmap

1.2.7Package record

Visualizing Classification Results

0packages depend

4.1Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Jakob RaymaekersCRAN page ↗

Tools to visualize the results of a classification or a regression. The graphical displays include stacked plots, silhouette plots, quasi residual plots, class maps, predictions plots, and predictions correlation plots. Implements the techniques described and illustrated in Raymaekers J., Rousseeuw P.J., Hubert M. (2022). Class maps for visualizing classification results. \emph{Technometrics}, 64(2), 151–165. doi:10.1080/00401706.2021.1927849 (open access), Raymaekers J., Rousseeuw P.J.(2022). Silhouettes and quasi residual plots for neural nets and tree-based classifiers. \emph{Journal of Computational and Graphical Statistics}, 31(4), 1332–1343. doi:10.1080/10618600.2022.2050249, and Rousseeuw, P.J. (2026). Explainable Linear and Generalized Linear Models by the Predictions Plot. The American Statistician, 80, 157-163, doi:10.1080/00031305.2025.2539235 (open access), and Montalcini, C., Rousseeuw, P.J. (2025). The bixplot: A variation on the boxplot suited for bimodal data, doi:10.48550/arXiv.2510.09276 (open access). Examples can be found in the vignettes: "Discriminant_analysis_examples","K_nearest_neighbors_examples", "Support_vector_machine_examples", "Rpart_examples", "Random_forest_examples", "Neural_net_examples", "predsplot_examples", and "bixplot_examples".

Install

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

install.packages("classmap", 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-classmap

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-classmap

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-classmap

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

13OK

CRAN check page ↗

Slowest check: 12.8 min · r-release-macos-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-07-07
ERROR12 OK, 1 ERROR2026-06-27
OK13 OK2026-06-09

Show 5 earlier changesHide 5 earlier changes

ERROR12 OK, 1 ERROR2026-06-08
OK13 OK2026-05-08
WARNING12 OK, 1 WARNING2026-05-07
OK14 OK2026-03-12
ERROR13 OK, 1 ERROR2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.2.7

READMENoVignettesYes · 8 · dynamicNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 28
Examples that run: 93%26 run in a plain check · 2 never run
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 82%

Vignettes (8)

How these are measured

Downloads

4.1K

CRAN downloads in the past year

Rank #7,233 · ~11/day · ~342/mo

Releases R versions

Daily download trend is not available in this view yet.

44130 days

1.2K90 days

4.1K1 year

Compare downloads with other packages →

Also on145 r2u11 autocran

How downloads are counted

Dependencies

Declared dependencies

19 external dependencies (excludes base and recommended)

Installing classmap adds 40 packages (26 with compiled code, 41 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, cellWise 4.5 MB.

Depends (1)

R >= 4.1.0

Imports (14)

statsgraphicsggplot2 robustbase e1071 cellWiseclusterkernlab gridExtrarpartrandomForest scales lpSolve diptest

LinkingTo (0)

none

Suggests (10)

knitr reshape2 svd rpart.plotnnetrobCompositions rmarkdown fairml robustHD vioplot

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

Datasets

People & History

People (2)

Jakob Raymaekers

Author, Maintainer since 1.0.0 (2021)

Peter Rousseeuw

Author

Releases (9)

Pick two releases to compare their code metrics.

1.2.7Latest
record
2026-04-29 · current release · diff ↗ ·
added 2 exports
bixplot, pamc1d
R
R 4.6.0 released · 2026-04-24
1.2.6
record
2025-07-14 · diff ↗ ·
added 2 exports
predsplot, predscor
1.2.5
record
2025-06-18 · diff ↗
1.2.4
record
2025-05-14 · diff ↗
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
1.2.3
record
2023-04-23 · diff ↗
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
1.2.0
record
2022-01-09 · diff ↗ ·
added 1 export
qresplot
1.1.1
record
2021-07-25 · diff ↗
1.1.0
record
2021-06-27 · diff ↗ ·
added 7 exports
vcr.rpart.train, vcr.rpart.newdata, vcr.forest.train, vcr.forest.newdata, vcr.neural.train, vcr.neural.newdata, silplot
R
R 4.1.0 released · 2021-05-18
1.0.0
record
2021-05-10
R
R 4.0.0 released · 2020-04-24

Package metadata

First published: 2021-05-10
Total releases: 9 / 5 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 4.1.0
Bundled data: 401 KB / 5 files
Download size: 1.8 MB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("classmap")

Format

Raymaekers, J., & Rousseeuw, P. (2026). classmap: Visualizing Classification Results (Version 1.2.7) [Computer software]. https://doi.org/10.32614/CRAN.package.classmap

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 classmap version 1.2.7 [Data set]. HJJB, LLC. Data release v2026-10-24. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-24, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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