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 <jose@jimenezluna.com>
MaintainerJose Jimenez <jose@jimenezluna.com>
LicenseMIT + file LICENSE
Package repositoryView on CRAN
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abodOutlier documentation built on May 2, 2019, 8:23 a.m.