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DESCRIPTION
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Package: outlierensembles
Type: Package
Title: A Collection of Outlier Ensemble Algorithms
Version: 0.1.1
Authors@R: c(
person("Sevvandi", "Kandanaarachchi", email = "[email protected]",
role = c("aut", "cre"), comment = c(ORCID = "0000-0002-0337-0395")) )
Maintainer: Sevvandi Kandanaarachchi <[email protected]>
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) <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.
License: GPL (>= 3)
Encoding: UTF-8
Depends:
R (>= 3.4.0)
Imports:
airt,
EstCRM,
psych,
apcluster
RoxygenNote: 7.1.1
Suggests:
DDoutlier,
knitr,
rmarkdown,
ggplot2
VignetteBuilder: knitr
URL: https://sevvandi.github.io/outlierensembles/