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

Class MiniBatchCentroidCluster

java.lang.Object

gov.sandia.cognition.util.AbstractCloneableSerializable

gov.sandia.cognition.learning.algorithm.clustering.cluster.DefaultCluster<ClusterType>

gov.sandia.cognition.learning.algorithm.clustering.cluster.CentroidCluster<Vector>

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

All Implemented Interfaces:

Cluster<Vector>, CloneableSerializable, java.io.Serializable, java.lang.Cloneable

public class MiniBatchCentroidCluster
extends CentroidCluster<Vector>

Author:

Jeff Piersol

See Also:

Serialized Form

Field Summary

Fields inherited from class gov.sandia.cognition.learning.algorithm.clustering.cluster.CentroidCluster

centroid

Fields inherited from class gov.sandia.cognition.learning.algorithm.clustering.cluster.DefaultCluster

DEFAULT_INDEX

Constructor Summary

Constructors

Constructor and Description
MiniBatchCentroidCluster(java.util.Collection<? extends Vector> initialPoints)

Method Summary

Modifier and Type	Method and Description
void	updateCluster(java.util.Collection<? extends Vector> dataPoints) Updates the clusters for all the given points.
void	updateCluster(Vector dataPoint) Updates the cluster for the given point.

Methods inherited from class gov.sandia.cognition.learning.algorithm.clustering.cluster.CentroidCluster

getCentroid, setCentroid

Methods inherited from class gov.sandia.cognition.learning.algorithm.clustering.cluster.DefaultCluster

clone, getIndex, getMembers, setIndex

Methods inherited from class java.lang.Object

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

Constructor Detail

MiniBatchCentroidCluster

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

Parameters:

initialPoints -

Method Detail

updateCluster

public void updateCluster(Vector dataPoint)

Updates the cluster for the given point.

Parameters:

dataPoint - The example to update for.

updateCluster

public void updateCluster(java.util.Collection<? extends Vector> dataPoints)

Updates the clusters for all the given points.

Parameters:

dataPoints - The examples to update.