be.hogent.tarsos.lsh.families
Class EuclideanHash

java.lang.Object
  be.hogent.tarsos.lsh.families.EuclideanHash

All Implemented Interfaces:

HashFunction

public class EuclideanHash
extends java.lang.Object
implements HashFunction

Constructor Summary

EuclideanHash(int dimensions, int w)

Method Summary

int	hash(Vector vector) Hashes a vector of arbitrary dimensions to an integer.

Methods inherited from class java.lang.Object

equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

EuclideanHash

public EuclideanHash(int dimensions,
                     int w)

Method Detail

hash

public int hash(Vector vector)

Description copied from interface: HashFunction

Hashes a vector of arbitrary dimensions to an integer. The hash function needs to be locality sensitive to work in the locality sensitive hash (LSH) scheme. Meaning that vectors that are 'close' according to some metric have a high probability to end up with the same hash.

Specified by:

hash in interface HashFunction

Parameters:

vector - The vector to hash. Can have any number of dimensions.

Returns:

A locality sensitive hash (LSH). Vectors that are 'close' according to some metric have a high probability to end up with the same hash.