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dobin (version 1.0.4)

Dimension Reduction for Outlier Detection

Description

A dimension reduction technique for outlier detection. DOBIN: a Distance based Outlier BasIs using Neighbours, constructs a set of basis vectors for outlier detection. This is not an outlier detection method; rather it is a pre-processing method for outlier detection. It brings outliers to the fore-front using fewer basis vectors (Kandanaarachchi, Hyndman 2020) .

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Version

Install

install.packages('dobin')

Monthly Downloads

205

Version

1.0.4

License

MIT + file LICENSE

Maintainer

Sevvandi Kandanaarachchi

Last Published

August 25th, 2022

Functions in dobin (1.0.4)

autoplot.dobin

Plots the first two components of the dobin space.
dobin-package

dobin: Dimension Reduction for Outlier Detection
dobin

Computes a set of basis vectors for outlier detection.
reexports

Objects exported from other packages