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.

Getting started

Package details

AuthorJose Jimenez <[email protected]>
Date of publication2015-08-31 14:31:42
MaintainerJose Jimenez <[email protected]>
LicenseMIT + file LICENSE
Package repositoryView on CRAN
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abodOutlier documentation built on May 29, 2017, 9:56 p.m.