R Observatory: Metrics for Evacluster version 0.1.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

Evacluster

0.1.0Package record

Evaluation Clustering Methods for Disease Subtypes Diagnosis

0packages depend

3.1Kdownloads / year

–test coverage

0/13flavors OK

Overview

About

Maintained by Fahimeh NezhadmoghadamCRAN page ↗

Contains a set of clustering methods and evaluation metrics to select the best number of the clusters based on clustering stability. Two references describe the methodology: Fahimeh Nezhadmoghadam, and Jose Tamez-Pena (2021)doi:10.1016/j.compbiomed.2021.104753, and Fahimeh Nezhadmoghadam, et al.(2021)doi:10.2174/1567205018666210831145825.

Install

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

install.packages("Evacluster", 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-evacluster

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-Evacluster

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-Evacluster

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

13NOTE

Check messages

NOTERd filesr-devel-linux-x86_64-debian-clang, r-devel-linux-x86_64-debian-gcc, r-devel-linux-x86_64-fedora-clang, r-devel-linux-x86_64-fedora-gcc, r-devel-windows-x86_64, r-oldrel-macos-arm64, r-oldrel-macos-x86_64, r-oldrel-windows-x86_64, r-patched-linux-x86_64, r-release-linux-x86_64, r-release-macos-arm64, r-release-macos-x86_64, r-release-windows-x86_64

checkRd: (-1) FuzzyCluster.Rd:15: Lost braces; missing escapes or markup?
    15 | A list of cluster labels and a R object of class "fcm {ppclust}"
       |                                                       ^
checkRd: (-1) pamCluster.Rd:15: Lost braces; missing escapes or markup?
    15 | A list of cluster labels and a R object of class "pam {cluster}"
       |                                                       ^

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

r-devel-linux-x86_64-debian-clang, r-devel-linux-x86_64-debian-gcc, r-devel-linux-x86_64-fedora-clang, r-devel-linux-x86_64-fedora-gcc

Base package in Suggests/Enhances imported in NAMESPACE:
  ‘stats’

r-devel-windows-x86_64

Base package in Suggests/Enhances imported in NAMESPACE:
  'stats'

NOTECRAN incoming feasibilityr-devel-linux-x86_64-debian-clang, r-devel-linux-x86_64-debian-gcc

Maintainer: ‘Fahimeh Nezhadmoghadam <f.nejad.moghadam@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = c("Fahimeh", "Nezhadmoghadam,Jose", "Gerardo"),
                      family = "Tamez-Pena",
                      role = "aut"),
               person(given = "Fahimeh",
                      family = "Nezhadmoghadam",
                      role = "cre",
                      email = "f.nejad.moghadam@gmail.com"))
as necessary.

CRAN check page ↗

Slowest check: 1.2 min · r-oldrel-windows-x86_64

Status changes

NOTE13 NOTENow
NOTE14 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.1.0

READMENoVignettesNoNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 17includes a package overview page
Examples that run: 73%8 run in a plain check · 2 only when donttest examples are enabled (R CMD check --as-cran) · 1 never run
Exported functions with examples: 63%
Documented parameters: not tracked
Return-value docs: not tracked
Help pages citing references: 6%

How these are measured

Downloads

3.1K

CRAN downloads in the past year

Rank #17,908 · ~8/day · ~258/mo

Releases R versions

Daily download trend is not available in this view yet.

26930 days

72090 days

3.1K1 year

Compare downloads with other packages →

Also on72 r2u1 autocran

How downloads are counted

Dependencies

Declared dependencies

10 external dependencies (excludes base and recommended)

Installing Evacluster adds no packages beyond those that come with R.

Depends (0)

none

Imports (0)

none

LinkingTo (0)

none

Suggests (15)

mlbench EMCluster inaparc ppclust FRESA.CADMASSstatsclassNMFclusterRtsne proxy uwot mclustgraphics

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (from the free-text Author field) (2)

Fahimeh Nezhadmoghadam

Jose Gerardo Tamez-Pena

Maintainer since 0.1.0 (2022)

Releases (1)

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
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
0.1.0Latest
record
2022-04-01 · current release
R
R 4.1.0 released · 2021-05-18

Package metadata

First published: 2022-04-01
Total releases: 1 / 4 yrs
License: LGPL (>= 2) OSI
Download size: 13 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("Evacluster")

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 Evacluster version 0.1.0 [Data set]. HJJB, LLC. Data release v2026-10-22. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-22, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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