R Observatory: Metrics for ClassificationEnsembles version 1.0.2

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

ClassificationEnsembles

1.0.2Package record

Automatically Builds 12 Classification Models (6 Individual and 6 Ensembles of Models) from Classification Data

0packages depend

3.2Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Russ ConteCRAN page ↗GitHub ↗Issues ↗

Automatically builds 12 classification models from data. The package also returns 25 plots, 5 tables and a summary report.

Install

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

install.packages("ClassificationEnsembles", 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("InfiniteCuriosity/ClassificationEnsembles")

Development version from InfiniteCuriosity/ClassificationEnsembles. 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-classificationensembles

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-ClassificationEnsembles

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-ClassificationEnsembles

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: 4.6 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-06-09
ERROR12 OK, 1 ERROR2026-06-08
OK13 OK2026-05-02

Show 2 earlier changesHide 2 earlier changes

ERROR11 OK, 1 ERROR2026-04-25
NOTE11 OK, 3 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.0.2

READMEYes · 605 wordsVignettesYes · 1 · staticNEWSYes · 67% structured · mentions 1.0.2Citation fileNoWebsitenot declared in DESCRIPTION

Help pages: 5
Examples that run: no examples
Exported functions with examples: 0%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 0%

Vignettes (1)

ClassificationEnsembles-vignette HTML

How these are measured

Downloads

3.2K

CRAN downloads in the past year

Rank #14,004 · ~9/day · ~270/mo

Releases R versions

Daily download trend is not available in this view yet.

30030 days

85090 days

3.2K1 year

Compare downloads with other packages →

Also on160 r2u19 autocran

How downloads are counted

Repository

infinitecuriosity/classificationensembles ↗Account: InfiniteCuriosity

2Stars

0Forks

14Open issues

0Open PRs

1Releases

69Commits

1Commit identities

69 commits · Last activity 2026-06-28 · 0% stars, 30d · Default branch at 1.1.0, ahead of CRAN 1.0.2 (checked 2026-10-25)

Responsiveness

How these are sampled

PRs merged (all time): not measured
Median days to close, 50 most recently updated closed issues: 0
Median days to close, 50 most recently updated closed PRs: not measured

Stars over time

2025-06-05 · 12026-07-07 · 2

How these are measured

PracticesBeta

3 development-tooling and community-health practices detected across 3 families in the upstream repository

Checks run against github.com/infinitecuriosity/classificationensembles on 2026-10-25.

Docs source (1)

README.Rmd

CRAN release process (1)

cran-comments.md

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v4 (2026-10-20)

Dependencies

Declared dependencies

24 external dependencies (excludes base and recommended)

Installing ClassificationEnsembles adds 160 packages (86 with compiled code, 132 MB of source tarballs). Heaviest: stringi 11 MB, TH.data 8.2 MB, ggplot2 6.0 MB.

Depends (24)

R >= 3.5C50 car caret corrplot doParallel dplyr e1071 ggplot2 gt htmltools htmlwidgets ipred MachineShop magrittrparallelpls purrr randomForest ranger reactable scales tidyr tree

Imports (0)

none

LinkingTo (0)

none

Suggests (2)

knitr rmarkdown

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 (1)

Russ Conte

Releases (6)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
1.0.2Latest
record
2026-02-26 · current release · diff ↗
1.0.0
record
2026-02-15 · diff ↗
0.7.1
record
2025-10-15 · diff ↗
0.7.0
record
2025-10-13 · diff ↗
0.6.0
record
2025-08-01 · diff ↗
R
R 4.5.0 released · 2025-04-11
0.5.0
record
2025-04-01
R
R 4.4.0 released · 2024-04-24

Package metadata

First published: 2025-04-01
Total releases: 6 / 1 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 3.5
Bundled data: 99 KB / 4 files
Download size: 2.7 MB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("ClassificationEnsembles")

Format

Conte, R. (2026). ClassificationEnsembles: Automatically Builds 12 Classification Models (6 Individual and 6 Ensembles of Models) from Classification Data (Version 1.0.2) [Computer software]. https://doi.org/10.32614/CRAN.package.ClassificationEnsembles

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 ClassificationEnsembles version 1.0.2 [Data set]. HJJB, LLC. Data release v2026-10-26. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-26, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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