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 java.lang.Object

Generic KMeans clustering object.

Constructor Summary

Constructors

Constructor and Description
KMeansUtil(int theK, java.util.List<? extends K> theElements) Construct the clusters.

Method Summary

Modifier and Type	Method and Description
java.util.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,
                  java.util.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 java.util.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.