HighDimOut: Outlier Detection Algorithms for High-Dimensional Data
Version 1.0.0

Three high-dimensional outlier detection algorithms and a outlier unification scheme are implemented in this package. The angle-based outlier detection (ABOD) algorithm is based on the work of Kriegel, Schubert, and Zimek [2008]. The subspace outlier detection (SOD) algorithm is based on the work of Kriegel, Kroger, Schubert, and Zimek [2009]. The feature bagging-based outlier detection (FBOD) algorithm is based on the work of Lazarevic and Kumar [2005]. The outlier unification scheme is based on the work of Kriegel, Kroger, Schubert, and Zimek [2011].

Package details

AuthorCheng Fan <raja8885@hotmail.com>
Date of publication2015-04-02 08:02:28
MaintainerCheng Fan <raja8885@hotmail.com>
LicenseGPL-3
Version1.0.0
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("HighDimOut")

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HighDimOut documentation built on May 30, 2017, 3:14 a.m.