Uses of Class
elki.clustering.subspace.P3C.Signature

Packages that use P3C.Signature

Package	Description
elki.clustering.subspace	Axis-parallel subspace clustering algorithms.

Uses of P3C.Signature in elki.clustering.subspace

Methods in elki.clustering.subspace that return P3C.Signature

Modifier and Type	Method	Description
protected P3C.Signature	P3C.mergeSignatures(P3C.Signature first, P3C.Signature second, int numBins)	Generates a merged signature of this and another one, where the other signature must be a 1-signature.

Methods in elki.clustering.subspace that return types with arguments of type P3C.Signature

Modifier and Type	Method	Description
private java.util.ArrayList<P3C.Signature>	P3C.constructOneSignatures(SetDBIDs[][] partitions, long[][] markers)	Construct the 1-signatures by merging adjacent dense bins.
private java.util.ArrayList<P3C.Signature>	P3C.mergeClusterCores(int binCount, java.util.ArrayList<P3C.Signature> signatures)	Merge 1-signatures into p-signatures.
private java.util.ArrayList<P3C.Signature>	P3C.pruneRedundantClusterCores(java.util.ArrayList<P3C.Signature> clusterCores)	Prune redundant cluster cores

Methods in elki.clustering.subspace with parameters of type P3C.Signature

Modifier and Type	Method	Description
boolean	P3C.Signature.isSuperset(P3C.Signature other)	Test whether this is a superset of the other signature.
protected P3C.Signature	P3C.mergeSignatures(P3C.Signature first, P3C.Signature second, int numBins)	Generates a merged signature of this and another one, where the other signature must be a 1-signature.

Method parameters in elki.clustering.subspace with type arguments of type P3C.Signature

Modifier and Type	Method	Description
private void	P3C.computeFuzzyMembership(Relation<? extends NumberVector> relation, java.util.ArrayList<P3C.Signature> clusterCores, ModifiableDBIDs unassigned, WritableDataStore<double[]> probClusterIGivenX, java.util.List<MultivariateGaussianModel> models, int dim)	Computes a fuzzy membership with the weights based on which cluster cores each data point is part of.
private java.util.ArrayList<P3C.ClusterCandidate>	P3C.hardClustering(WritableDataStore<double[]> probClusterIGivenX, java.util.List<P3C.Signature> clusterCores, DBIDs dbids)	Creates a hard clustering from the specified soft membership matrix.
private java.util.ArrayList<P3C.Signature>	P3C.mergeClusterCores(int binCount, java.util.ArrayList<P3C.Signature> signatures)	Merge 1-signatures into p-signatures.
private java.util.ArrayList<P3C.Signature>	P3C.pruneRedundantClusterCores(java.util.ArrayList<P3C.Signature> clusterCores)	Prune redundant cluster cores

Constructors in elki.clustering.subspace with parameters of type P3C.Signature

Constructor	Description
ClusterCandidate(P3C.Signature clusterCore)	Constructor.