gov.sandia.cognition.learning.algorithm.clustering.cluster

Class VectorMeanMiniBatchCentroidClusterCreator

java.lang.Object

gov.sandia.cognition.util.AbstractCloneableSerializable

gov.sandia.cognition.learning.algorithm.clustering.cluster.VectorMeanMiniBatchCentroidClusterCreator

All Implemented Interfaces:

ClusterCreator<MiniBatchCentroidCluster,Vector>, CloneableSerializable, java.io.Serializable, java.lang.Cloneable

@PublicationReference(author="Jeff Piersol",
                      title="Parallel Mini-Batch k-means Clustering",
                      type=Conference,
                      year=2016,
                      publication="to appear",
                      url="to appear")
public class VectorMeanMiniBatchCentroidClusterCreator
extends AbstractCloneableSerializable
implements ClusterCreator<MiniBatchCentroidCluster,Vector>

Implementation of VectorMeanCentroidClusterCreator for mini-batch clustering.

Since:

4.0.0

Author:

Jeff Piersol

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field and Description
static VectorMeanMiniBatchCentroidClusterCreator	INSTANCE An instance of this class.

Constructor Summary

Constructors

Constructor and Description
VectorMeanMiniBatchCentroidClusterCreator() Creates a new VectorMeanMiniBatchCentroidClusterCreator.

Method Summary

Modifier and Type	Method and Description
MiniBatchCentroidCluster	createCluster(java.util.Collection<? extends Vector> members) Create a new cluster from the given members of that cluster.

Methods inherited from class gov.sandia.cognition.util.AbstractCloneableSerializable

clone

Methods inherited from class java.lang.Object

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

Field Detail

INSTANCE

public static final VectorMeanMiniBatchCentroidClusterCreator INSTANCE

An instance of this class.

Constructor Detail

VectorMeanMiniBatchCentroidClusterCreator

public VectorMeanMiniBatchCentroidClusterCreator()

Creates a new VectorMeanMiniBatchCentroidClusterCreator.

Method Detail

createCluster

public MiniBatchCentroidCluster createCluster(java.util.Collection<? extends Vector> members)

Description copied from interface: ClusterCreator

Create a new cluster from the given members of that cluster.

Specified by:

createCluster in interface ClusterCreator<MiniBatchCentroidCluster,Vector>

Parameters:

members - The members of the cluster.

Returns:

A new cluster created from the given members.