org.openimaj.ml.clustering.spectral

Class MultiviewSpectralClusteringConf<DATATYPE>

java.lang.Object

org.openimaj.ml.clustering.spectral.SpectralClusteringConf<DATATYPE>

org.openimaj.ml.clustering.spectral.MultiviewSpectralClusteringConf<DATATYPE>

Type Parameters:

DATATYPE -

public class MultiviewSpectralClusteringConf<DATATYPE>
extends SpectralClusteringConf<DATATYPE>

Author:

Sina Samangooei (ss@ecs.soton.ac.uk) Provides similar configuration to SpectralClusteringConf along with a lambda which acts as the co-regularisation parameter

Nested Class Summary

Nested classes/interfaces inherited from class org.openimaj.ml.clustering.spectral.SpectralClusteringConf

SpectralClusteringConf.ClustererProvider<DATATYPE>, SpectralClusteringConf.DefaultClustererFunction<DATATYPE>

Field Summary

Fields

Modifier and Type	Field and Description
double	lambda regularisation parameter
StoppingCondition	stop when to stop iterating

Fields inherited from class org.openimaj.ml.clustering.spectral.SpectralClusteringConf

eigenChooser, eigenValueScale, laplacian, skipEigenVectors

Constructor Summary

Constructors

Constructor and Description
MultiviewSpectralClusteringConf(double lambda, SpatialClusterer<? extends SpatialClusters<DATATYPE>,DATATYPE> internal)
MultiviewSpectralClusteringConf(double lambda, SpatialClusterer<? extends SpatialClusters<DATATYPE>,DATATYPE> internal, GraphLaplacian laplacian)
MultiviewSpectralClusteringConf(double lambda, SpatialClusterer<? extends SpatialClusters<DATATYPE>,DATATYPE> internal, int eigK)

Method Summary

Methods inherited from class java.lang.Object

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

Field Detail

lambda

public double lambda

regularisation parameter

stop

public StoppingCondition stop

when to stop iterating

Constructor Detail

MultiviewSpectralClusteringConf

public MultiviewSpectralClusteringConf(double lambda,
                                       SpatialClusterer<? extends SpatialClusters<DATATYPE>,DATATYPE> internal,
                                       GraphLaplacian laplacian)

Parameters:

lambda - coregularisaton parameter

internal -

laplacian -

MultiviewSpectralClusteringConf

public MultiviewSpectralClusteringConf(double lambda,
                                       SpatialClusterer<? extends SpatialClusters<DATATYPE>,DATATYPE> internal,
                                       int eigK)

Parameters:

lambda - coregularisaton parameter

internal -

eigK -

MultiviewSpectralClusteringConf

public MultiviewSpectralClusteringConf(double lambda,
                                       SpatialClusterer<? extends SpatialClusters<DATATYPE>,DATATYPE> internal)

Parameters:

lambda - coregularisaton parameter

internal -