CRAN/E | outlierensembles

outlierensembles

A Collection of Outlier Ensemble Algorithms

Installation

About

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.

sevvandi.github.io/outlierensembles/

Key Metrics

Version 0.1.0
R ≥ 3.4.0
Published 2021-06-15 1047 days ago
Needs compilation? no
License GPL (≥ 3)
CRAN checks outlierensembles results

Downloads

Yesterday 6 0%
Last 7 days 40 -5%
Last 30 days 151 -16%
Last 90 days 474 -31%
Last 365 days 5.143 +114%

Maintainer

Maintainer

Sevvandi Kandanaarachchi

sevvandik@gmail.com

Authors

Sevvandi Kandanaarachchi

aut / cre

Material

README
Reference manual
Package source

Vignettes

outlierensembles

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Depends

R ≥ 3.4.0

Imports

airt
EstCRM
psych
apcluster

Suggests

DDoutlier
knitr
rmarkdown
ggplot2