R Observatory: Metrics for odetector version 1.0.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

odetector

1.0.1

Outlier Detection Using Partitioning Clustering Algorithms

0packages depend

2.2Kdownloads / year

–test coverage

11/13checks pass

Overview

About

Maintained by Zeynel CebeciFirst published 2022-10-042 releasesCRAN page ↗GitHub ↗

An object is called "outlier" if it remarkably deviates from the other objects in a data set. Outlier detection is the process to find outliers by using the methods that are based on distance measures, clustering and spatial methods (Ben-Gal, 2005 <ISBN 0-387-24435-2>). It is one of the intensively studied research topics for identification of novelties, frauds, anomalies, deviations or exceptions in addition to its use for outlier removing in data processing. This package provides the implementations of some novel approaches to detect the outliers based on typicality degrees that are obtained with the soft partitioning clustering algorithms such as Fuzzy C-means and its variants.

Install

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

install.packages("odetector", 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("zcebeci/odetector")

Development version from zcebeci/odetector. 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-odetector

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-odetector

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-odetector

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

Health

CRAN checks

2NOTE11OK

Failing flavors

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

Slowest check: 1.4 min · r-devel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

4

Dependencies · direct

Check history

NOTE2026-03-10
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesYes · dynamicpkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: not tracked
Return-value docs: not tracked
References docs: 38%

Downloads

2.2K

CRAN downloads in the past year

Rank #18,785 · ~6/day · ~180/mo

Releases R versions

Daily download trend is not available in this view yet.

14730 days

58190 days

2.2K1 year

Compare downloads with other packages →

Also on119 r2u17 autocran

Repository

GitHub ↗ zcebeci/odetector

0Stars

0Forks

0Open issues

0Open PRs

0Releases

outlier-detectionoutliersoutlier-removalcluster-analysisfcmpcmpartitioningfuzzy-clustering

Last activity 2022-10-11

Repository practices

Upstream repositoryBeta

Checks run against github.com/zcebeci/odetector on 2026-08-16.

No development-tooling practices detected in the upstream repository.

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

Dependencies

Declared dependencies

4 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.0.0

Imports (4)

ppclustutilsgraphicsgrDevices

LinkingTo (0)

none

Suggests (3)

knitr rmarkdown prettydoc

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (3)

Maintainer (1)

Zeynel Cebeci

Author, Maintainer

Authors (1)

Zeynel Cebeci

Author, Maintainer

Contributors (2)

Cagatay Cebeci

Contributor

Yalcin Tahtali

Contributor

Package Timeline

2 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
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
1.0.1Latest
2022-11-08 · current release · diff ↗
1.0.0
2022-10-04
R
R 4.2.0 released · 2022-04-22

Package metadata

First published: 2022-10-04
Total releases: 2 / 4 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 3.0.0
Bundled data: 3.1 KB / 2 files
Download size: 191 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Anomaly Detection

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("odetector")

Format

Cebeci, Z., Cebeci, C., & Tahtali, Y. (2022). odetector: Outlier Detection Using Partitioning Clustering Algorithms (Version 1.0.1) [Computer software]. https://doi.org/10.32614/CRAN.package.odetector

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 odetector version 1.0.1 [Data set]. HJJB, LLC. Data release v2026-08-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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