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outlierensembles  

A Collection of Outlier Ensemble Algorithms
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", "0.1.0")



Attach the package and use:
library("outlierensembles")
Maintained by
Sevvandi Kandanaarachchi
[Scholar Profile | Author Map]
All associated links for this package
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 0.1.0, https://cran.r-project.org/web/packages/outlierensembles. Accessed 21 Nov. 2024.
Previous versions and publish date:
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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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