AurieLSHGaussian (version 0.1.0)

Creates a Neighbourhood Using Locality Sensitive Hashing for Gaussian Projections

Description

Uses locality sensitive hashing and creates a neighbourhood graph for a data set and calculates the adjusted rank index value for the same. It uses Gaussian random planes to decide the nature of a given point. Datar, Mayur, Nicole Immorlica, Piotr Indyk, and Vahab S. Mirrokni(2004) .

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Install

install.packages('AurieLSHGaussian')

Monthly Downloads

564

Version

0.1.0

License

GPL-2

Maintainer

Last Published

September 13th, 2017

Functions in AurieLSHGaussian (0.1.0)