Uses of Class
org.openimaj.ml.clustering.IndexClusters

Packages that use IndexClusters

Package	Description
org.openimaj.ml.clustering
org.openimaj.ml.clustering.dbscan
org.openimaj.ml.clustering.incremental
org.openimaj.ml.clustering.kdtree
org.openimaj.ml.clustering.random
org.openimaj.ml.clustering.spectral

Uses of IndexClusters in org.openimaj.ml.clustering

Classes in org.openimaj.ml.clustering with type parameters of type IndexClusters

Modifier and Type	Interface and Description
interface	DataClusterer<DATA,CLUSTER extends IndexClusters> Clusterers can extract clusters from data types and return the data in a clustered form
interface	DistanceClusterer<CLUSTERS extends IndexClusters> A DistanceClusterer clusters data that can be represented as a distance matrix.
interface	MultiviewSimilarityClusterer<CLUSTERS extends IndexClusters> A MultiviewSimilarityClusterer clusters data that can be represented as multiple similarity matrices.
interface	SimilarityClusterer<CLUSTERS extends IndexClusters> A SimilarityClusterer clusters data that can be represented as a similarity matrix.
interface	SparseMatrixClusterer<CLUSTERS extends IndexClusters> A matrix clusterer can cluster a matrix of data in some way

Uses of IndexClusters in org.openimaj.ml.clustering.dbscan

Subclasses of IndexClusters in org.openimaj.ml.clustering.dbscan

Modifier and Type	Class and Description
class	DBSCANClusters
class	DoubleDBSCANClusters DBSCANClusters which also holds the original data

Uses of IndexClusters in org.openimaj.ml.clustering.incremental

Methods in org.openimaj.ml.clustering.incremental that return IndexClusters

Modifier and Type	Method and Description
IndexClusters	IncrementalSparseClusterer.cluster(SparseMatrix data)

Methods in org.openimaj.ml.clustering.incremental with parameters of type IndexClusters

Modifier and Type	Method and Description
protected Map<Integer,IntDoublePair>	IncrementalSparseClusterer.calculateStability(IndexClusters c1, IndexClusters c2, gnu.trove.set.TIntSet inactiveRows)
protected void	IncrementalSparseClusterer.detectInactive(IndexClusters oldClusters, IndexClusters newClusters, gnu.trove.set.TIntSet inactiveRows, List<int[]> completedClusters) Given the old and new clusters, make a decision as to which rows are now inactive, and therefore which clusters are now completed
protected void	IncrementalLifetimeSparseClusterer.detectInactive(IndexClusters oldClusters, IndexClusters newClusters, gnu.trove.set.TIntSet inactiveRows, List<int[]> completedClusters)

Constructor parameters in org.openimaj.ml.clustering.incremental with type arguments of type IndexClusters

Constructor and Description
IncrementalLifetimeSparseClusterer(SparseMatrixClusterer<? extends IndexClusters> clusterer, int window)
IncrementalLifetimeSparseClusterer(SparseMatrixClusterer<? extends IndexClusters> clusterer, int window, double threshold, int lifetime)
IncrementalLifetimeSparseClusterer(SparseMatrixClusterer<? extends IndexClusters> clusterer, int window, int lifetime)
IncrementalSparseClusterer(SparseMatrixClusterer<? extends IndexClusters> clusterer, int window)
IncrementalSparseClusterer(SparseMatrixClusterer<? extends IndexClusters> clusterer, int window, double threshold)

Uses of IndexClusters in org.openimaj.ml.clustering.kdtree

Subclasses of IndexClusters in org.openimaj.ml.clustering.kdtree

Modifier and Type	Class and Description
class	KDTreeClusters

Uses of IndexClusters in org.openimaj.ml.clustering.random

Methods in org.openimaj.ml.clustering.random that return IndexClusters

Modifier and Type	Method and Description
IndexClusters	RandomClusterer.cluster(SparseMatrix data)

Uses of IndexClusters in org.openimaj.ml.clustering.spectral

Subclasses of IndexClusters in org.openimaj.ml.clustering.spectral

Modifier and Type	Class and Description
class	SpectralIndexedClusters IndexClusters which also hold the eigenvector/value pairs which created them

Methods in org.openimaj.ml.clustering.spectral that return IndexClusters

Modifier and Type	Method and Description
IndexClusters	DoubleMultiviewSpectralClustering.cluster(List<SparseMatrix> data)

Constructors in org.openimaj.ml.clustering.spectral with parameters of type IndexClusters

Constructor and Description
SpectralIndexedClusters(IndexClusters c, IndependentPair<double[],double[][]> valvects)