AurieLSHGaussian: Creates a Neighbourhood Using Locality Sensitive Hashing for Gaussian Projections

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) <doi:10.1145/997817.997857>.

Getting started

Package details

AuthorAritra Banerjee
MaintainerAritra Banerjee <[email protected]>
LicenseGPL-2
Version0.2.0
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("AurieLSHGaussian")

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AurieLSHGaussian documentation built on Sept. 15, 2017, 5:07 p.m.