LSH_Gaussian {AurieLSHGaussian}

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)