Package: outlierensembles 0.1.3

Sevvandi Kandanaarachchi

outlierensembles: A Collection of Outlier Ensemble Algorithms

Ensemble functions for outlier/anomaly detection. There is a new ensemble method proposed using Item Response Theory. Existing outlier ensemble methods from Schubert et al (2012) <doi:10.1137/1.9781611972825.90>, Chiang et al (2017) <doi:10.1016/j.jal.2016.12.002> and Aggarwal and Sathe (2015) <doi:10.1145/2830544.2830549> are also included.

Authors:Sevvandi Kandanaarachchi [aut, cre]

outlierensembles_0.1.3.tar.gz
outlierensembles_0.1.3.zip(r-4.7)outlierensembles_0.1.3.zip(r-4.6)outlierensembles_0.1.3.zip(r-4.5)
outlierensembles_0.1.3.tgz(r-4.6-any)outlierensembles_0.1.3.tgz(r-4.5-any)
outlierensembles_0.1.3.tar.gz(r-4.7-any)outlierensembles_0.1.3.tar.gz(r-4.6-any)
outlierensembles_0.1.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
outlierensembles/json (API)

# Install 'outlierensembles' in R:
install.packages('outlierensembles', repos = c('https://sevvandi.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/sevvandi/outlierensembles/issues

Pkgdown/docs site:https://sevvandi.github.io

On CRAN:

Conda:

4.18 score 3 stars 10 scripts 242 downloads 6 exports 121 dependencies

Last updated from:0696979853. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK146
source / vignettesOK198
linux-release-x86_64OK147
macos-release-arm64OK105
macos-oldrel-arm64OK84
windows-develOK221
windows-releaseOK95
windows-oldrelOK102
wasm-releaseOK143

Exports:average_ensemblegreedy_ensembleicwa_ensembleirt_ensemblemax_ensemblethreshold_ensemble

Dependencies:airtapclusteraudiobackportsbase64encbeeprbriobslibcachemcallrcheckmateclassclicliprclustercodetoolscolorspacecpp11crayondata.tabledcurverDerivdescdiffobjdigestdplyre1071EstCRMevaluatefarverfastmapfontawesomeforeignFormulafsfuturefuture.applygenericsggplot2globalsglueGPArotationgridExtragtablehighrHmischtmlTablehtmltoolshtmlwidgetsisobandjquerylibjsonliteknitrlabelinglatticelifecyclelistenvmagrittrMASSMatrixmemoisemgcvmimemiraimirtmnormtnanonextnlmennetparallellypbapplypermutepillarpkgbuildpkgconfigpkgloadpracmapraiseprocessxprogressrproxypspsychpurrrqs2R.methodsS3R.ooR.utilsR6rappdirsRColorBrewerRcppRcppArmadilloRcppParallelrlangrmarkdownrpartrprojrootrstudioapiS7sassscalessessioninfoSimDesignsplines2stringfishstringistringrtestthattibbletidyrtidyselecttinytexutf8vctrsveganviridisLitewaldowithrxfunyaml

outlierensembles

Rendered fromoutlierensembles.Rmdusingknitr::rmarkdownon May 06 2026.

Last update: 2025-03-26
Started: 2021-06-06