euclidean_curve {zoomerjoin}

Plot S-Curve for a LSH with given hyperparameters

Description

Plot S-Curve for a LSH with given hyperparameters

Usage

euclidean_curve(n_bands, band_width, r, up_to = 100)

Arguments

n_bands

The number of LSH bands calculated

band_width

The number of hashes in each band

r

the "r" hyperparameter used to govern the sensitivity of the hash.

up_to

the right extent of the x axis.

Value

A plot showing the probability a pair is proposed as a match, given the Jaccard similarity of the two items.