Uses of Class
de.lmu.ifi.dbs.elki.data.ParameterizationFunction

Packages that use ParameterizationFunction

de.lmu.ifi.dbs.elki.algorithm.clustering.correlation	Correlation clustering algorithms
de.lmu.ifi.dbs.elki.algorithm.clustering.correlation.cash	Helper classes for the CASH algorithm.
de.lmu.ifi.dbs.elki.datasource.parser	Parsers for different file formats and data types.

Uses of ParameterizationFunction in de.lmu.ifi.dbs.elki.algorithm.clustering.correlation

Fields in de.lmu.ifi.dbs.elki.algorithm.clustering.correlation with type parameters of type ParameterizationFunction

private Relation<ParameterizationFunction>

CASH.fulldatabase The entire database

Methods in de.lmu.ifi.dbs.elki.algorithm.clustering.correlation that return ParameterizationFunction

private ParameterizationFunction

CASH.project(Matrix basis, ParameterizationFunction f) Projects the specified parameterization function into the subspace described by the given basis.

Methods in de.lmu.ifi.dbs.elki.algorithm.clustering.correlation that return types with arguments of type ParameterizationFunction

private MaterializedRelation<ParameterizationFunction>

CASH.buildDB(int dim, Matrix basis, DBIDs ids, Relation<ParameterizationFunction> relation) Builds a dim-1 dimensional database where the objects are projected into the specified subspace.

Methods in de.lmu.ifi.dbs.elki.algorithm.clustering.correlation with parameters of type ParameterizationFunction

private ParameterizationFunction

CASH.project(Matrix basis, ParameterizationFunction f) Projects the specified parameterization function into the subspace described by the given basis.

Method parameters in de.lmu.ifi.dbs.elki.algorithm.clustering.correlation with type arguments of type ParameterizationFunction

private MaterializedRelation<ParameterizationFunction>	CASH.buildDB(int dim, Matrix basis, DBIDs ids, Relation<ParameterizationFunction> relation) Builds a dim-1 dimensional database where the objects are projected into the specified subspace.
private Database	CASH.buildDerivatorDB(Relation<ParameterizationFunction> relation, CASHInterval interval) Builds a database for the derivator consisting of the ids in the specified interval.
private Database	CASH.buildDerivatorDB(Relation<ParameterizationFunction> relation, DBIDs ids) Builds a database for the derivator consisting of the ids in the specified interval.
private double[]	CASH.determineMinMaxDistance(Relation<ParameterizationFunction> relation, int dimensionality) Determines the minimum and maximum function value of all parameterization functions stored in the specified database.
private Clustering<Model>	CASH.doRun(Relation<ParameterizationFunction> relation, FiniteProgress progress) Runs the CASH algorithm on the specified database, this method is recursively called until only noise is left.
private void	CASH.initHeap(Heap<IntegerPriorityObject<CASHInterval>> heap, Relation<ParameterizationFunction> relation, int dim, DBIDs ids) Initializes the heap with the root intervals.
Clustering<Model>	CASH.run(Database database, Relation<ParameterizationFunction> relation) Run CASH on the relation.
private Matrix	CASH.runDerivator(Relation<ParameterizationFunction> relation, int dim, CASHInterval interval, ModifiableDBIDs ids) Runs the derivator on the specified interval and assigns all points having a distance less then the standard deviation of the derivator model to the model to this model.
private LinearEquationSystem	CASH.runDerivator(Relation<ParameterizationFunction> relation, int dimensionality, DBIDs ids) Runs the derivator on the specified interval and assigns all points having a distance less then the standard deviation of the derivator model to the model to this model.

Uses of ParameterizationFunction in de.lmu.ifi.dbs.elki.algorithm.clustering.correlation.cash

Fields in de.lmu.ifi.dbs.elki.algorithm.clustering.correlation.cash with type parameters of type ParameterizationFunction

private Relation<ParameterizationFunction>

CASHIntervalSplit.database The database storing the parameterization functions.

Constructor parameters in de.lmu.ifi.dbs.elki.algorithm.clustering.correlation.cash with type arguments of type ParameterizationFunction

CASHIntervalSplit(Relation<ParameterizationFunction> database, int minPts)
Initializes the logger and sets the debug status to the given value.

Uses of ParameterizationFunction in de.lmu.ifi.dbs.elki.datasource.parser

Methods in de.lmu.ifi.dbs.elki.datasource.parser that return types with arguments of type ParameterizationFunction

protected VectorFieldTypeInformation<ParameterizationFunction>

ParameterizationFunctionLabelParser.getTypeInformation(int dimensionality)