abodOutlier: Angle-Based Outlier Detection

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.

Getting started

Package details

AuthorJose Jimenez <[email protected]>
MaintainerJose Jimenez <[email protected]>
LicenseMIT + file LICENSE
Version0.1
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("abodOutlier")

Try the abodOutlier package in your browser

Any scripts or data that you put into this service are public.

abodOutlier documentation built on May 2, 2019, 8:23 a.m.