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outlierensembles
View on CRAN: Click
here
Download and install outlierensembles package within the R console
Install from CRAN:
install.packages("outlierensembles")
Install from Github:
library("remotes")
install_github("cran/outlierensembles")
Install by package version:
library("remotes")
install_version("outlierensembles", "0.1.3")
Attach the package and use:
library("outlierensembles")
Maintained by
Sevvandi Kandanaarachchi
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.outlierensembles . https://sevvandi.github.io/outlierensembles/ . outlierensembles results . outlierensembles.pdf . outlierensembles . outlierensembles_0.1.3.tar.gz . outlierensembles_0.1.3.zip . outlierensembles_0.1.3.zip . outlierensembles_0.1.3.zip . outlierensembles_0.1.3.tgz . outlierensembles_0.1.3.tgz . outlierensembles_0.1.3.tgz . outlierensembles_0.1.3.tgz . outlierensembles archive . https://CRAN.R-project.org/package=outlierensembles .
First Published: 2021-06-15
Latest Update: 2021-06-15
Description:
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) ,
Chiang et al (2017) and Aggarwal and Sathe (2015)
are also included.
How to cite:
Sevvandi Kandanaarachchi (2021). outlierensembles: A Collection of Outlier Ensemble Algorithms. R package version 0.1.3, https://cran.r-project.org/web/packages/outlierensembles. Accessed 12 May. 2025.
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Other R packages that outlierensembles depends,
imports, suggests or enhances
Complete documentation for outlierensembles
Functions, R codes and Examples using
the outlierensembles R package
Some associated functions: average_ensemble . greedy_ensemble . icwa_ensemble . irt_ensemble . max_ensemble . threshold_ensemble .
Some associated R codes: greedy_ensemble.R . icwa_ensemble.R . irt_ensemble.R . max_thres_mean_ensembles.R . Full outlierensembles package functions and examples
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