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.

Package details

AuthorSevvandi Kandanaarachchi [aut, cre] (<https://orcid.org/0000-0002-0337-0395>)
MaintainerSevvandi Kandanaarachchi <sevvandik@gmail.com>
LicenseGPL (>= 3)
Version0.1.0
URL https://sevvandi.github.io/outlierensembles/
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("outlierensembles")

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outlierensembles documentation built on June 15, 2021, 9:06 a.m.