R Observatory: Metrics for odetector version 1.0.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

odetector

1.0.1Package record

Outlier Detection Using Partitioning Clustering Algorithms

0packages depend

2.4Kdownloads / year

–test coverage

11/13flavors OK

Overview

About

Maintained by Zeynel CebeciCRAN page ↗GitHub ↗Issues ↗

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.

Changes in 1.0.1

A minor bug related with vignette building was fixed. (November 2022)

From inst/NEWS.Rd in the release

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. 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-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). 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

2NOTE11OK

Check messages

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

Maintainer: ‘Zeynel Cebeci <zcebeci@cukurova.edu.tr>’

Package CITATION file contains call(s) to old-style personList() or
as.personList().  Please use c() on person objects instead.
Package CITATION file contains call(s) to old-style citEntry().  Please
use bibentry() instead.

CRAN check page ↗

Slowest check: 1.5 min · r-oldrel-windows-x86_64

Status changes

NOTE11 OK, 2 NOTENow
NOTE12 OK, 2 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.0.1

READMENoVignettesYes · 1 · dynamicNEWSYes · mentions 1.0.1Citation fileYes · cites a publicationWebsitenot declared in DESCRIPTION

Help pages: 8includes a package overview page
Examples that run: 100%7 run in a plain check
Exported functions with examples: 100%
Documented parameters: not tracked
Return-value docs: not tracked
Help pages citing references: 38%

Vignettes (1)

Outlier Detection Using Possibilistic and Fuzzy Clustering Algorithms

How these are measured

Downloads

2.4K

CRAN downloads in the past year

Rank #17,298 · ~7/day · ~199/mo

Releases R versions

Daily download trend is not available in this view yet.

32930 days

74290 days

2.4K1 year

Compare downloads with other packages →

Also on87 r2u8 autocran

How downloads are counted

Repository

zcebeci/odetector ↗Account: zcebeci

0Stars

0Forks

0Open issues

0Open PRs

0Releases

outlier-detectionoutliersoutlier-removalcluster-analysisfcmpcmpartitioningfuzzy-clustering

Last activity 2022-10-11 · The default branch showed an older version (1.0.0) than CRAN on 2026-10-22

Responsiveness

not measured

How these are measured

PracticesBeta

Checks run against github.com/zcebeci/odetector on 2026-10-22.

No development-tooling practices detected in the upstream repository.

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

Dependencies

Declared dependencies

4 external dependencies (excludes base and recommended)

Installing odetector adds 5 packages (2 with compiled code, 5.8 MB of source tarballs). Heaviest: ppclust 3.7 MB, Rcpp 1.8 MB, lhs 238 KB.

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.

How these are counted

Code & Tests

Datasets

People & History

People (3)

Zeynel Cebeci

Author, Maintainer since 1.0.0 (2022)

Cagatay Cebeci

Contributor

Yalcin Tahtali

Contributor

Releases (2)

Pick two releases to compare their code metrics.

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
record
2022-11-08 · current release · diff ↗
1.0.0
record
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

Appears in task views

Anomaly Detection

Cite

Cite this package

Run in R for the authors' entry:

citation("odetector")

The package provides a citation file, so citation() returns the authors' own entry.

It points to 10.7717/peerj-cs.1060.

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 v2026-10-25. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-25, 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 →