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abodOutlier  

Angle-Based Outlier Detection
View on CRAN: Click here


Download and install abodOutlier package within the R console
Install from CRAN:
install.packages("abodOutlier")

Install from Github:
library("remotes")
install_github("cran/abodOutlier")

Install by package version:
library("remotes")
install_version("abodOutlier", "0.1")



Attach the package and use:
library("abodOutlier")
Maintained by
Jose Jimenez
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2015-08-31
Latest Update: 2015-08-31
Description:
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.
How to cite:
Jose Jimenez (2015). abodOutlier: Angle-Based Outlier Detection. R package version 0.1, https://cran.r-project.org/web/packages/abodOutlier. Accessed 06 Nov. 2024.
Previous versions and publish date:
No previous versions
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Complete documentation for abodOutlier
Functions, R codes and Examples using the abodOutlier R package
Some associated functions: abod . abodoutlier-package . 
Some associated R codes: abod.R .  Full abodOutlier package functions and examples
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