Package: outlierensembles 0.1.1

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_0.1.1.tar.gz
outlierensembles_0.1.1.zip(r-4.5)outlierensembles_0.1.1.zip(r-4.4)outlierensembles_0.1.1.zip(r-4.3)
outlierensembles_0.1.1.tgz(r-4.4-any)outlierensembles_0.1.1.tgz(r-4.3-any)
outlierensembles_0.1.1.tar.gz(r-4.5-noble)outlierensembles_0.1.1.tar.gz(r-4.4-noble)
outlierensembles_0.1.1.tgz(r-4.4-emscripten)outlierensembles_0.1.1.tgz(r-4.3-emscripten)
outlierensembles.pdf |outlierensembles.html✨
outlierensembles/json (API)

Peer review:

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

On CRAN:

6 exports 3 stars 0.84 score 117 dependencies 7 scripts 206 downloads

Last updated 3 years agofrom:47641fce5c. Checks:OK: 7. Indexed: yes.

Exports:average_ensemblegreedy_ensembleicwa_ensembleirt_ensemblemax_ensemblethreshold_ensemble

Dependencies:airtapclusteraudiobackportsbase64encbeeprbriobslibcachemcallrcheckmatecliclustercodetoolscolorspacecpp11crayoncurldata.tabledcurverDerivdescdiffobjdigestdplyrEstCRMevaluatefansifarverfastmapfontawesomeforeignFormulafsfuturefuture.applygenericsggplot2globalsglueGPArotationgridExtragtablehighrHmischtmlTablehtmltoolshtmlwidgetsisobandjquerylibjsonliteknitrlabelinglatticelifecyclelistenvmagrittrMASSMatrixmemoisemgcvmimemirtmnormtmunsellnlmennetparallellypbapplypermutepillarpkgbuildpkgconfigpkgloadpracmapraiseprocessxprogressrpspsychpurrrR.methodsS3R.ooR.utilsR6rappdirsRColorBrewerRcppRcppArmadillorematch2rlangrmarkdownrpartrprojrootRPushbulletrstudioapisassscalessessioninfoSimDesignsnowstringistringrtestthattibbletidyrtidyselecttinytexutf8vctrsveganviridisviridisLitewaldowithrxfunyaml