Package 'AurieLSHGaussian'

Title: 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) <doi:10.1145/997817.997857>.
Authors: Aritra Banerjee
Maintainer: Aritra Banerjee <[email protected]>
License: GPL-2
Version: 0.2.0
Built: 2025-01-31 03:38:39 UTC
Source: https://github.com/cran/AurieLSHGaussian

Help Index

Creates a Neighbourhood Using Locality Sensitive Hashing for Gaussian Projections

Description

This package uses Locality Sensitive Hashing and creates a Neighbourhood Graph for a datset and calculates the ARI value for the same. It uses Gaussian Random planes to decide the nature of a given point.

Usage

LSH_Gaussian(mydata, result9)

Arguments

mydata

A data frame consisting of the data set without the class column
result9

A column which consists of the class column

Examples

LSH_Gaussian(iris[,-5],iris$Species)