org.encog.util.kmeans
Class KMeansUtil<K extends CentroidFactory<? super K>>

java.lang.Object
  org.encog.util.kmeans.KMeansUtil<K>

Type Parameters:

K - The type to cluster.

public class KMeansUtil<K extends CentroidFactory<? super K>>
extends Object

Generic KMeans clustering object.

Constructor Summary

KMeansUtil(int theK, List<? extends K> theElements)
Construct the clusters.

Method Summary

Collection<K>	get(int index) Get a cluster by index.
Cluster<K>	getCluster(int i) Get a cluster by index.
void	process() Perform the cluster.
int	size()

Methods inherited from class java.lang.Object

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

Constructor Detail

KMeansUtil

public KMeansUtil(int theK,
                  List<? extends K> theElements)

Construct the clusters. Call process to perform the cluster.

Parameters:

theK - The number of clusters.

theElements - The elements to cluster.

Method Detail

process

public void process()

Perform the cluster.

get

public Collection<K> get(int index)

Get a cluster by index.

Parameters:

index - The index to get.

Returns:

The cluster.

size

public int size()

Returns:

The number of clusters.

getCluster

public Cluster<K> getCluster(int i)

Get a cluster by index.

Parameters:

i - The index to get.

Returns:

The cluster.