Uses of Class
gov.sandia.cognition.learning.algorithm.clustering.cluster.GaussianCluster

Packages that use GaussianCluster

Package	Description
gov.sandia.cognition.learning.algorithm.clustering	Provides clustering algorithms.
gov.sandia.cognition.learning.algorithm.clustering.cluster	Provides implementations of different types of clusters.
gov.sandia.cognition.learning.algorithm.clustering.divergence	Provides divergence functions for use in clustering.
gov.sandia.cognition.learning.algorithm.clustering.initializer	Provides implementations of methods for selecting initial clusters.
gov.sandia.cognition.learning.function.vector	Provides functions that output vectors.
gov.sandia.cognition.statistics.distribution	Provides statistical distributions.

Uses of GaussianCluster in gov.sandia.cognition.learning.algorithm.clustering

Methods in gov.sandia.cognition.learning.algorithm.clustering that return types with arguments of type GaussianCluster

Modifier and Type	Method and Description
java.util.ArrayList<GaussianCluster>	DirichletProcessClustering.getResult()
java.util.ArrayList<GaussianCluster>	DirichletProcessClustering.learn(java.util.Collection<? extends Vector> data)

Uses of GaussianCluster in gov.sandia.cognition.learning.algorithm.clustering.cluster

Methods in gov.sandia.cognition.learning.algorithm.clustering.cluster that return GaussianCluster

Modifier and Type	Method and Description
GaussianCluster	GaussianClusterCreator.createCluster(java.util.Collection<? extends Vector> members) Creates a GaussianCluster from a given set of vectors by fitting a Gaussian to those vectors.

Uses of GaussianCluster in gov.sandia.cognition.learning.algorithm.clustering.divergence

Methods in gov.sandia.cognition.learning.algorithm.clustering.divergence with parameters of type GaussianCluster

Modifier and Type	Method and Description
double	GaussianClusterDivergenceFunction.evaluate(GaussianCluster first, Vector second) Evaluates the divergence between the Gaussian cluster and the given vector, which is the negative of likelihood that the cluster was generated.

Uses of GaussianCluster in gov.sandia.cognition.learning.algorithm.clustering.initializer

Methods in gov.sandia.cognition.learning.algorithm.clustering.initializer that return types with arguments of type GaussianCluster

Modifier and Type	Method and Description
java.util.ArrayList<GaussianCluster>	NeighborhoodGaussianClusterInitializer.initializeClusters(int numClusters, java.util.Collection<? extends Vector> elements)

Uses of GaussianCluster in gov.sandia.cognition.learning.function.vector

Method parameters in gov.sandia.cognition.learning.function.vector with type arguments of type GaussianCluster

Modifier and Type	Method and Description
void	GaussianContextRecognizer.consumeClusters(java.util.Collection<GaussianCluster> clusters) Uses the given clusters to populate the internal clusters of this

Constructor parameters in gov.sandia.cognition.learning.function.vector with type arguments of type GaussianCluster

Constructor and Description
GaussianContextRecognizer(java.util.Collection<GaussianCluster> clusters) Creates a new instance of GaussianContextRecognizer
Learner(KMeansClusterer<Vector,GaussianCluster> algorithm) Creates a new instance of Learner

Uses of GaussianCluster in gov.sandia.cognition.statistics.distribution

Constructor parameters in gov.sandia.cognition.statistics.distribution with type arguments of type GaussianCluster

Constructor and Description
Learner(KMeansClusterer<Vector,GaussianCluster> algorithm) Creates a new Learner