org.neuroph.nnet.learning.knn

Class KNearestNeighbour

java.lang.Object

org.neuroph.nnet.learning.knn.KNearestNeighbour

public class KNearestNeighbour
extends java.lang.Object

for given vector calculate distances to all vectors from list and finds minimum vector or sort vectors by distance and seelct

Constructor Summary

Constructors

Constructor and Description
KNearestNeighbour()

Method Summary

Modifier and Type	Method and Description
java.util.List<KVector>	getDataSet()
KVector[]	getKNearestNeighbours(KVector vector, int k) http://en.wikipedia.org/wiki/Selection_algorithm
void	setDataSet(java.util.List<KVector> dataSet)

Methods inherited from class java.lang.Object

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

Constructor Detail

KNearestNeighbour

public KNearestNeighbour()

Method Detail

getKNearestNeighbours

public KVector[] getKNearestNeighbours(KVector vector,
                                       int k)

http://en.wikipedia.org/wiki/Selection_algorithm

Parameters:

vector -

k -

Returns:

getDataSet

public java.util.List<KVector> getDataSet()

setDataSet

public void setDataSet(java.util.List<KVector> dataSet)