abodOutlier: Angle-Based Outlier Detection
Version 0.1

Performs angle-based outlier detection on a given dataframe. Three methods are available, a full but slow implementation using all the data that has cubic complexity, a fully randomized one which is way more efficient and another using k-nearest neighbours. These algorithms are specially well suited for high dimensional data outlier detection.

AuthorJose Jimenez <jose@jimenezluna.com>
Date of publication2015-08-31 14:31:42
MaintainerJose Jimenez <jose@jimenezluna.com>
LicenseMIT + file LICENSE
Version0.1
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("abodOutlier")

Getting started

README.md

Popular man pages

abod: Angle-Based Outlier Factor
abodoutlier-package: Angle-based outlier detection
See all...

All man pages Function index File listing

Man pages

abod: Angle-Based Outlier Factor
abodoutlier-package: Angle-based outlier detection

Functions

abod Man page Source code
abodoutlier Man page Man page

Files

NAMESPACE
R
R/abod.R
README.md
MD5
DESCRIPTION
man
man/abod.Rd
man/abodoutlier-package.Rd
LICENSE
abodOutlier documentation built on May 19, 2017, 8:43 p.m.

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