R Observatory: Metrics for anomalyDetection version 0.2.5

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

This package was removed from CRAN on 2019-03-01. Its history is shown below.

Reason: check problems were not corrected in time

Details below reflect version 0.2.5, its last release before removal.

anomalyDetection

0.2.5

Implementation of Augmented Network Log Anomaly Detection Procedures

0packages depend

–downloads / year

–test coverage

–checks pass

Overview

About

Maintained by Bradley Boehmke7 releasesCRAN page ↗GitHub ↗

Implements procedures developed by Gutierrez et al. (2017, https://journal.r-project.org/archive/2017/RJ-2017-039/index.html) to aid in detecting network log anomalies. By combining various multivariate analytic approaches relevant to network anomaly detection, it provides cyber analysts efficient means to detect suspected anomalies requiring further evaluation.

Install

R (source archive)pak (dev)

url <- "https://cran.r-project.org/src/contrib/Archive/anomalyDetection/anomalyDetection_0.2.5.tar.gz"
pkgFile <- "anomalyDetection_0.2.5.tar.gz"
download.file(url, pkgFile)
install.packages(pkgFile, type = "source", repos = NULL)

This package is no longer on CRAN, so install.packages() cannot fetch it by name. This downloads the last archived source (0.2.5) and builds it locally. Install its dependencies first, and note that building from source needs the usual compiler toolchain.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("koalaverse/anomalyDetection")

Development version from koalaverse/anomalyDetection. Installs pak first if it is not already available.

Health

CRAN checks

CRAN check results are not tracked yet.

Code health

Yes

Tests · ratio 0.30

not tracked

Coverage

93%

Documentation · exports

12

Dependencies · direct

Documentation

READMEYes · 121 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 67% structuredCode of conductNoContributing guideNo

Examples that run: 71%
Documented parameters: 100%
Return-value docs: 92%
References docs: 25%

Downloads

anomalyDetection Releases R versions

Daily download trend is not available in this view yet.

Compare downloads with other packages →

Also on3K conda_forge

Dependencies

Declared dependencies

17 external dependencies (excludes base and recommended)

Depends (1)

R >= 2.10

Imports (12)

caret dplyr ggplot2 gmp magrittrMASSplyr purrr Rcppstatstibble tidyr

LinkingTo (2)

Rcpp RcppArmadillo

Suggests (5)

gplots knitr RColorBrewer rmarkdown testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

–indirect (not tracked)

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (4)

Maintainer (1)

Bradley Boehmke

Author, Maintainer · added in 0.1.1

Authors (4)

Bradley Boehmke

Author, Maintainer · added in 0.1.1

Brandon Greenwell

Author · added in 0.2.2

Jason Freels

Author · added in 0.2.5

Robert Gutierrez

Author · added in 0.1.1

Listed in earlier versions (24)

"Bauer"

no longer listed · 0.1.0

"Bihl"

no longer listed · 0.1.0

"Boehmke"

no longer listed · 0.1.0

"Gutierrez"

no longer listed · 0.1.0

"Saie"

no longer listed · 0.1.0

email = "bradleyboehmke@gmail.com"

no longer listed · 0.1.0

email = "cade.saie@gmail.com"

no longer listed · 0.1.0

"cre")

no longer listed · 0.1.0

Package Timeline

7 releases. Pick two to compare their code metrics. R releases are shown for context.

R
R 3.6.0 released · 2019-04-26
archivedRemoved from CRAN
2019-03-01
check problems were not corrected in time
R
R 3.5.0 released · 2018-04-23
0.2.5
2018-03-07 · diff ↗
0.2.4
2017-09-22 · diff ↗
0.2.3
2017-09-14 · diff ↗
0.2.2
2017-09-01 · diff ↗
0.1.2
2017-07-08 · diff ↗
R
R 3.4.0 released · 2017-04-21
0.1.1
2017-03-29 · diff ↗
0.1.0
2017-03-20
R
R 3.3.0 released · 2016-05-03

Package metadata

Total releases: 7
License: GPL (>= 2) OSI
Minimum R: ≥ 2.10
Bundled data: 2.6 KB / 1 file
Download size: not tracked yet
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("anomalyDetection")

Format

Boehmke, B., Greenwell, B., Freels, J., & Gutierrez, R. (n.d.). anomalyDetection: Implementation of Augmented Network Log Anomaly Detection Procedures (Version 0.2.5) [Computer software]. Retrieved August 13, 2026, from https://CRAN.R-project.org/package=anomalyDetection

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 anomalyDetection version 0.2.5 [Data set]. HJJB, LLC. Data release v2026-08-13. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-13, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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