Uses of Class
elki.data.model.SubspaceModel

Packages that use SubspaceModel

Package	Description
elki.clustering.subspace	Axis-parallel subspace clustering algorithms.
elki.outlier.subspace	Subspace outlier detection methods.

Uses of SubspaceModel in elki.clustering.subspace

Classes in elki.clustering.subspace with type parameters of type SubspaceModel

Modifier and Type	Interface	Description
interface	SubspaceClusteringAlgorithm<M extends SubspaceModel>	Interface for subspace clustering algorithms that use a model derived from SubspaceModel, that can then be post-processed for outlier detection.

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

Modifier and Type	Method	Description
private Clustering<SubspaceModel>	DiSH.computeClusters(Relation<? extends NumberVector> database, DiSH.DiSHClusterOrder clusterOrder)	Computes the hierarchical clusters according to the cluster order.
protected Cluster<SubspaceModel>	DOC.makeCluster(Relation<? extends NumberVector> relation, DBIDs C, long[] D)	Utility method to create a subspace cluster from a list of DBIDs and the relevant attributes.
Clustering<SubspaceModel>	CLIQUE.run(Relation<? extends NumberVector> relation)	Performs the CLIQUE algorithm on the given database.
Clustering<SubspaceModel>	DiSH.run(Relation<? extends NumberVector> relation)	Performs the DiSH algorithm on the given database.
Clustering<SubspaceModel>	DOC.run(Relation<? extends NumberVector> relation)	Performs the DOC or FastDOC (as configured) algorithm.
Clustering<SubspaceModel>	P3C.run(Relation<? extends NumberVector> relation)	Performs the P3C algorithm on the given Database.
<V extends NumberVector> Clustering<SubspaceModel>	PROCLUS.run(Relation<V> relation)	Performs the PROCLUS algorithm on the given database.
Clustering<SubspaceModel>	SUBCLU.run(Relation<V> relation)	Performs the SUBCLU algorithm on the given database.
protected Cluster<SubspaceModel>	DOC.runDOC(Relation<? extends NumberVector> relation, ArrayModifiableDBIDs S, int d, int n, int m, int r, int minClusterSize)	Performs a single run of DOC, finding a single cluster.
protected Cluster<SubspaceModel>	FastDOC.runDOC(Relation<? extends NumberVector> relation, ArrayModifiableDBIDs S, int d, int n, int m, int r, int minClusterSize)	Performs a single run of FastDOC, finding a single cluster.
private java.util.List<Cluster<SubspaceModel>>	DiSH.sortClusters(Relation<? extends NumberVector> relation, it.unimi.dsi.fastutil.objects.Object2ObjectMap<long[],java.util.List<ArrayModifiableDBIDs>> clustersMap)	Returns a sorted list of the clusters w.r.t. the subspace dimensionality in descending order.

Method parameters in elki.clustering.subspace with type arguments of type SubspaceModel

Modifier and Type	Method	Description
private void	DiSH.buildHierarchy(Relation<? extends NumberVector> database, Clustering<SubspaceModel> clustering, java.util.List<Cluster<SubspaceModel>> clusters, int dimensionality)	Builds the cluster hierarchy.
private void	DiSH.buildHierarchy(Relation<? extends NumberVector> database, Clustering<SubspaceModel> clustering, java.util.List<Cluster<SubspaceModel>> clusters, int dimensionality)	Builds the cluster hierarchy.
private boolean	DiSH.isParent(Relation<? extends NumberVector> relation, Cluster<SubspaceModel> parent, It<Cluster<SubspaceModel>> iter, int db_dim)	Returns true, if the specified parent cluster is a parent of one child of the children clusters.
private boolean	DiSH.isParent(Relation<? extends NumberVector> relation, Cluster<SubspaceModel> parent, It<Cluster<SubspaceModel>> iter, int db_dim)	Returns true, if the specified parent cluster is a parent of one child of the children clusters.

Uses of SubspaceModel in elki.outlier.subspace

Fields in elki.outlier.subspace with type parameters of type SubspaceModel

Modifier and Type	Field	Description
protected SubspaceClusteringAlgorithm<? extends SubspaceModel>	OutRankS1.Par.algorithm	Clustering algorithm to run.
protected SubspaceClusteringAlgorithm<? extends SubspaceModel>	OutRankS1.clusteralg	Clustering algorithm to run.

Constructor parameters in elki.outlier.subspace with type arguments of type SubspaceModel

Constructor	Description
OutRankS1(SubspaceClusteringAlgorithm<? extends SubspaceModel> clusteralg, double alpha)	Constructor.