Uses of Interface
de.lmu.ifi.dbs.elki.data.type.TypeInformation

Packages that use TypeInformation

Package	Description
de.lmu.ifi.dbs.elki.algorithm	Algorithms suitable as a task for the KDDTask main routine.
de.lmu.ifi.dbs.elki.algorithm.clustering	Clustering algorithms.
de.lmu.ifi.dbs.elki.algorithm.clustering.correlation	Correlation clustering algorithms
de.lmu.ifi.dbs.elki.algorithm.clustering.gdbscan	Generalized DBSCAN.
de.lmu.ifi.dbs.elki.algorithm.clustering.kmeans	K-means clustering and variations.
de.lmu.ifi.dbs.elki.algorithm.clustering.subspace	Axis-parallel subspace clustering algorithms The clustering algorithms in this package are instances of both, projected clustering algorithms or subspace clustering algorithms according to the classical but somewhat obsolete classification schema of clustering algorithms for axis-parallel subspaces.
de.lmu.ifi.dbs.elki.algorithm.clustering.trivial	Trivial clustering algorithms: all in one, no clusters, label clusterings These methods are mostly useful for providing a reference result in evaluation.
de.lmu.ifi.dbs.elki.algorithm.outlier	Outlier detection algorithms
de.lmu.ifi.dbs.elki.algorithm.outlier.meta	Meta outlier detection algorithms: external scores, score rescaling.
de.lmu.ifi.dbs.elki.algorithm.outlier.spatial	Spatial outlier detection algorithms
de.lmu.ifi.dbs.elki.algorithm.outlier.spatial.neighborhood	Spatial outlier neighborhood classes
de.lmu.ifi.dbs.elki.algorithm.outlier.spatial.neighborhood.weighted	Weighted Neighborhood definitions.
de.lmu.ifi.dbs.elki.algorithm.outlier.subspace	Subspace outlier detection methods.
de.lmu.ifi.dbs.elki.algorithm.outlier.trivial	Trivial outlier detection algorithms: no outliers, all outliers, label outliers.
de.lmu.ifi.dbs.elki.algorithm.statistics	Statistical analysis algorithms The algorithms in this package perform statistical analysis of the data (e.g. compute distributions, distance distributions etc.)
de.lmu.ifi.dbs.elki.data.projection	Data projections.
de.lmu.ifi.dbs.elki.data.type	Data type information, also used for type restrictions.
de.lmu.ifi.dbs.elki.database	ELKI database layer - loading, storing, indexing and accessing data
de.lmu.ifi.dbs.elki.datasource.filter	Data filtering, in particular for normalization and projection.
de.lmu.ifi.dbs.elki.datasource.parser	Parsers for different file formats and data types.
de.lmu.ifi.dbs.elki.distance.distancefunction	Distance functions for use within ELKI.
de.lmu.ifi.dbs.elki.distance.distancefunction.adapter	Distance functions deriving distances from e.g. similarity measures
de.lmu.ifi.dbs.elki.distance.similarityfunction	Similarity functions.
de.lmu.ifi.dbs.elki.index	Index structure implementations
de.lmu.ifi.dbs.elki.index.preprocessed.knn	Indexes providing KNN and rKNN data.
de.lmu.ifi.dbs.elki.index.preprocessed.localpca	Index using a preprocessed local PCA.
de.lmu.ifi.dbs.elki.index.preprocessed.preference	Indexes storing preference vectors.
de.lmu.ifi.dbs.elki.index.preprocessed.snn	Indexes providing nearest neighbor sets
de.lmu.ifi.dbs.elki.index.preprocessed.subspaceproj	Index using a preprocessed local subspaces.
de.lmu.ifi.dbs.elki.index.tree.metrical.mtreevariants	M-Tree and variants.
de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants	R*-Tree and variants.
de.lmu.ifi.dbs.elki.index.vafile	Vector Approximation File
tutorial.outlier

Uses of TypeInformation in de.lmu.ifi.dbs.elki.algorithm

Methods in de.lmu.ifi.dbs.elki.algorithm that return TypeInformation

Modifier and Type	Method and Description
TypeInformation[]	KNNJoin.getInputTypeRestriction()
TypeInformation[]	NullAlgorithm.getInputTypeRestriction()
TypeInformation[]	APRIORI.getInputTypeRestriction()
TypeInformation[]	DummyAlgorithm.getInputTypeRestriction()
TypeInformation[]	KNNDistanceOrder.getInputTypeRestriction()
abstract TypeInformation[]	AbstractAlgorithm.getInputTypeRestriction() Get the input type restriction used for negotiating the data query.
TypeInformation[]	Algorithm.getInputTypeRestriction() Get the input type restriction used for negotiating the data query.
TypeInformation[]	MaterializeDistances.getInputTypeRestriction()
TypeInformation[]	DependencyDerivator.getInputTypeRestriction()

Uses of TypeInformation in de.lmu.ifi.dbs.elki.algorithm.clustering

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

Modifier and Type	Method and Description
TypeInformation[]	OPTICS.getInputTypeRestriction()
TypeInformation[]	SLINK.getInputTypeRestriction()
TypeInformation[]	SNNClustering.getInputTypeRestriction()
TypeInformation[]	OPTICSXi.getInputTypeRestriction()
TypeInformation[]	DeLiClu.getInputTypeRestriction()
TypeInformation[]	DBSCAN.getInputTypeRestriction()
TypeInformation[]	AbstractProjectedDBSCAN.getInputTypeRestriction()
TypeInformation[]	EM.getInputTypeRestriction()

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

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

Modifier and Type	Method and Description
TypeInformation[]	CASH.getInputTypeRestriction()
TypeInformation[]	LMCLUS.getInputTypeRestriction()
TypeInformation[]	COPAC.getInputTypeRestriction()
TypeInformation[]	ORCLUS.getInputTypeRestriction()
TypeInformation[]	FourC.getInputTypeRestriction()
TypeInformation[]	ERiC.getInputTypeRestriction()

Uses of TypeInformation in de.lmu.ifi.dbs.elki.algorithm.clustering.gdbscan

Methods in de.lmu.ifi.dbs.elki.algorithm.clustering.gdbscan that return TypeInformation

Modifier and Type	Method and Description
TypeInformation	EpsilonNeighborPredicate.getInputTypeRestriction()
TypeInformation	NeighborPredicate.getInputTypeRestriction() Input data type restriction.
TypeInformation[]	GeneralizedDBSCAN.getInputTypeRestriction()

Uses of TypeInformation in de.lmu.ifi.dbs.elki.algorithm.clustering.kmeans

Methods in de.lmu.ifi.dbs.elki.algorithm.clustering.kmeans that return TypeInformation

Modifier and Type	Method and Description
TypeInformation[]	KMedoidsEM.getInputTypeRestriction()
TypeInformation[]	AbstractKMeans.getInputTypeRestriction()
TypeInformation[]	KMedoidsPAM.getInputTypeRestriction()

Uses of TypeInformation in de.lmu.ifi.dbs.elki.algorithm.clustering.subspace

Methods in de.lmu.ifi.dbs.elki.algorithm.clustering.subspace that return TypeInformation

Modifier and Type	Method and Description
TypeInformation[]	DiSH.getInputTypeRestriction()
TypeInformation[]	SUBCLU.getInputTypeRestriction()
TypeInformation[]	CLIQUE.getInputTypeRestriction()
TypeInformation[]	PROCLUS.getInputTypeRestriction()

Uses of TypeInformation in de.lmu.ifi.dbs.elki.algorithm.clustering.trivial

Methods in de.lmu.ifi.dbs.elki.algorithm.clustering.trivial that return TypeInformation

Modifier and Type	Method and Description
TypeInformation[]	TrivialAllNoise.getInputTypeRestriction()
TypeInformation[]	ByLabelClustering.getInputTypeRestriction()
TypeInformation[]	ByModelClustering.getInputTypeRestriction()
TypeInformation[]	ByLabelHierarchicalClustering.getInputTypeRestriction()
TypeInformation[]	TrivialAllInOne.getInputTypeRestriction()

Uses of TypeInformation in de.lmu.ifi.dbs.elki.algorithm.outlier

Methods in de.lmu.ifi.dbs.elki.algorithm.outlier that return TypeInformation

Modifier and Type	Method and Description
TypeInformation[]	INFLO.getInputTypeRestriction()
TypeInformation[]	LOCI.getInputTypeRestriction()
TypeInformation[]	GaussianUniformMixture.getInputTypeRestriction()
TypeInformation[]	KNNOutlier.getInputTypeRestriction()
TypeInformation[]	HilOut.getInputTypeRestriction()
TypeInformation[]	LoOP.getInputTypeRestriction()
TypeInformation[]	AbstractDBOutlier.getInputTypeRestriction()
TypeInformation[]	ReferenceBasedOutlierDetection.getInputTypeRestriction()
TypeInformation[]	GaussianModel.getInputTypeRestriction()
TypeInformation[]	OPTICSOF.getInputTypeRestriction()
TypeInformation[]	AbstractAggarwalYuOutlier.getInputTypeRestriction()
TypeInformation[]	ABOD.getInputTypeRestriction()
TypeInformation[]	LDOF.getInputTypeRestriction()
TypeInformation[]	KNNWeightOutlier.getInputTypeRestriction()
TypeInformation[]	EMOutlier.getInputTypeRestriction()
TypeInformation[]	LOF.getInputTypeRestriction()
TypeInformation[]	ALOCI.getInputTypeRestriction()

Uses of TypeInformation in de.lmu.ifi.dbs.elki.algorithm.outlier.meta

Methods in de.lmu.ifi.dbs.elki.algorithm.outlier.meta that return TypeInformation

Modifier and Type	Method and Description
TypeInformation[]	RescaleMetaOutlierAlgorithm.getInputTypeRestriction()
TypeInformation[]	FeatureBagging.getInputTypeRestriction()
TypeInformation[]	HiCS.getInputTypeRestriction()
TypeInformation[]	ExternalDoubleOutlierScore.getInputTypeRestriction()

Uses of TypeInformation in de.lmu.ifi.dbs.elki.algorithm.outlier.spatial

Methods in de.lmu.ifi.dbs.elki.algorithm.outlier.spatial that return TypeInformation

Modifier and Type	Method and Description
TypeInformation[]	CTLuGLSBackwardSearchAlgorithm.getInputTypeRestriction()
TypeInformation[]	TrimmedMeanApproach.getInputTypeRestriction()
TypeInformation[]	SLOM.getInputTypeRestriction()
TypeInformation[]	CTLuZTestOutlier.getInputTypeRestriction()
TypeInformation[]	CTLuRandomWalkEC.getInputTypeRestriction()
TypeInformation[]	CTLuMeanMultipleAttributes.getInputTypeRestriction()
TypeInformation[]	CTLuMedianMultipleAttributes.getInputTypeRestriction()
TypeInformation[]	SOF.getInputTypeRestriction()
TypeInformation[]	CTLuScatterplotOutlier.getInputTypeRestriction()
TypeInformation[]	CTLuMoranScatterplotOutlier.getInputTypeRestriction()
TypeInformation[]	CTLuMedianAlgorithm.getInputTypeRestriction()

Uses of TypeInformation in de.lmu.ifi.dbs.elki.algorithm.outlier.spatial.neighborhood

Methods in de.lmu.ifi.dbs.elki.algorithm.outlier.spatial.neighborhood that return TypeInformation

Modifier and Type	Method and Description
TypeInformation	NeighborSetPredicate.Factory.getInputTypeRestriction() Get the input type information
TypeInformation	PrecomputedKNearestNeighborNeighborhood.Factory.getInputTypeRestriction()
TypeInformation	ExternalNeighborhood.Factory.getInputTypeRestriction()
TypeInformation	ExtendedNeighborhood.Factory.getInputTypeRestriction()

Uses of TypeInformation in de.lmu.ifi.dbs.elki.algorithm.outlier.spatial.neighborhood.weighted

Methods in de.lmu.ifi.dbs.elki.algorithm.outlier.spatial.neighborhood.weighted that return TypeInformation

Modifier and Type	Method and Description
TypeInformation	UnweightedNeighborhoodAdapter.Factory.getInputTypeRestriction()
TypeInformation	LinearWeightedExtendedNeighborhood.Factory.getInputTypeRestriction()
TypeInformation	WeightedNeighborSetPredicate.Factory.getInputTypeRestriction() Get the input type information

Uses of TypeInformation in de.lmu.ifi.dbs.elki.algorithm.outlier.subspace

Methods in de.lmu.ifi.dbs.elki.algorithm.outlier.subspace that return TypeInformation

Modifier and Type	Method and Description
TypeInformation[]	OutRankS1.getInputTypeRestriction()
TypeInformation[]	OUTRES.getInputTypeRestriction()
TypeInformation[]	SOD.getInputTypeRestriction()

Uses of TypeInformation in de.lmu.ifi.dbs.elki.algorithm.outlier.trivial

Methods in de.lmu.ifi.dbs.elki.algorithm.outlier.trivial that return TypeInformation

Modifier and Type	Method and Description
TypeInformation[]	TrivialNoOutlier.getInputTypeRestriction()
TypeInformation[]	ByLabelOutlier.getInputTypeRestriction()
TypeInformation[]	TrivialGeneratedOutlier.getInputTypeRestriction()
TypeInformation[]	TrivialAllOutlier.getInputTypeRestriction()

Uses of TypeInformation in de.lmu.ifi.dbs.elki.algorithm.statistics

Methods in de.lmu.ifi.dbs.elki.algorithm.statistics that return TypeInformation

Modifier and Type	Method and Description
TypeInformation[]	AddSingleScale.getInputTypeRestriction()
TypeInformation[]	RankingQualityHistogram.getInputTypeRestriction()
TypeInformation[]	AveragePrecisionAtK.getInputTypeRestriction()
TypeInformation[]	DistanceStatisticsWithClasses.getInputTypeRestriction()
TypeInformation[]	EvaluateRankingQuality.getInputTypeRestriction()

Uses of TypeInformation in de.lmu.ifi.dbs.elki.data.projection

Methods in de.lmu.ifi.dbs.elki.data.projection that return TypeInformation

Modifier and Type	Method and Description
TypeInformation	FeatureSelection.getInputDataTypeInformation()
TypeInformation	NumericalFeatureSelection.getInputDataTypeInformation()
TypeInformation	Projection.getInputDataTypeInformation() Input type information.

Uses of TypeInformation in de.lmu.ifi.dbs.elki.data.type

Classes in de.lmu.ifi.dbs.elki.data.type that implement TypeInformation

Modifier and Type	Class and Description
class	AlternativeTypeInformation Class that combines multiple type restrictions into one using the "or" operator.
class	CombinedTypeInformation Class that combines multiple type restrictions into one using an "and" operator.
class	SimpleTypeInformation<T> Class wrapping a particular data type.
class	VectorFieldTypeInformation<V extends FeatureVector<?,?>> Type information to specify that a type has a fixed dimensionality.
class	VectorTypeInformation<V extends FeatureVector<?,?>> Construct a type information for vector spaces with fixed dimensionality.

Fields in de.lmu.ifi.dbs.elki.data.type declared as TypeInformation

Modifier and Type	Field and Description
static TypeInformation	TypeUtil.GUESSED_LABEL Either class label, object labels or a string - anything that will be accepted by DatabaseUtil.guessObjectLabelRepresentation(de.lmu.ifi.dbs.elki.database.Database)
private TypeInformation[]	CombinedTypeInformation.restrictions The wrapped type restrictions
private TypeInformation[]	AlternativeTypeInformation.restrictions The wrapped type restrictions

Fields in de.lmu.ifi.dbs.elki.data.type with type parameters of type TypeInformation

Modifier and Type	Field and Description
private Collection<TypeInformation>	NoSupportedDataTypeException.types Available types

Methods in de.lmu.ifi.dbs.elki.data.type that return TypeInformation

Modifier and Type	Method and Description
static TypeInformation[]	TypeUtil.array(TypeInformation... ts) Make a type array easily.

Methods in de.lmu.ifi.dbs.elki.data.type with parameters of type TypeInformation

Modifier and Type	Method and Description
static TypeInformation[]	TypeUtil.array(TypeInformation... ts) Make a type array easily.
boolean	SimpleTypeInformation.isAssignableFromType(TypeInformation type)
boolean	VectorFieldTypeInformation.isAssignableFromType(TypeInformation type)
boolean	CombinedTypeInformation.isAssignableFromType(TypeInformation type)
boolean	VectorTypeInformation.isAssignableFromType(TypeInformation type)
boolean	TypeInformation.isAssignableFromType(TypeInformation type) Test whether this type is assignable from another type.
boolean	AlternativeTypeInformation.isAssignableFromType(TypeInformation type)

Constructors in de.lmu.ifi.dbs.elki.data.type with parameters of type TypeInformation

Constructor and Description
AlternativeTypeInformation(TypeInformation... restrictions) Constructor.
CombinedTypeInformation(TypeInformation... restrictions) Constructor.
NoSupportedDataTypeException(TypeInformation type, Collection<TypeInformation> types) Constructor.

Constructor parameters in de.lmu.ifi.dbs.elki.data.type with type arguments of type TypeInformation

Constructor and Description
NoSupportedDataTypeException(TypeInformation type, Collection<TypeInformation> types) Constructor.

Uses of TypeInformation in de.lmu.ifi.dbs.elki.database

Methods in de.lmu.ifi.dbs.elki.database with parameters of type TypeInformation

Modifier and Type	Method and Description
<O> Relation<O>	AbstractDatabase.getRelation(TypeInformation restriction, Object... hints)
<O> Relation<O>	Database.getRelation(TypeInformation restriction, Object... hints) Get an object representation.

Uses of TypeInformation in de.lmu.ifi.dbs.elki.datasource.filter

Methods in de.lmu.ifi.dbs.elki.datasource.filter that return TypeInformation

Modifier and Type	Method and Description
private TypeInformation	SplitNumberVectorFilter.getInputTypeRestriction() The input type we use.

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

Methods in de.lmu.ifi.dbs.elki.datasource.parser with parameters of type TypeInformation

Modifier and Type	Method and Description
private Object[]	ArffParser.loadDenseInstance(StreamTokenizer tokenizer, int[] dimsize, TypeInformation[] etyp, int outdim)
private Object[]	ArffParser.loadSparseInstance(StreamTokenizer tokenizer, int[] targ, int[] dimsize, TypeInformation[] elkitypes, int metaLength)
private void	ArffParser.processColumnTypes(ArrayList<String> names, ArrayList<String> types, int[] targ, TypeInformation[] etyp, int[] dims) Process the column types (and names!)
private void	ArffParser.setupBundleHeaders(ArrayList<String> names, int[] targ, TypeInformation[] etyp, int[] dimsize, MultipleObjectsBundle bundle, boolean sparse) Setup the headers for the object bundle.

Uses of TypeInformation in de.lmu.ifi.dbs.elki.distance.distancefunction

Methods in de.lmu.ifi.dbs.elki.distance.distancefunction that return TypeInformation

Modifier and Type	Method and Description
TypeInformation	DistanceFunction.getInputTypeRestriction() Get the input data type of the function.
TypeInformation	MinKDistance.getInputTypeRestriction()
TypeInformation	AbstractIndexBasedDistanceFunction.getInputTypeRestriction()

Uses of TypeInformation in de.lmu.ifi.dbs.elki.distance.distancefunction.adapter

Methods in de.lmu.ifi.dbs.elki.distance.distancefunction.adapter that return TypeInformation

Modifier and Type	Method and Description
TypeInformation	AbstractSimilarityAdapter.getInputTypeRestriction()

Uses of TypeInformation in de.lmu.ifi.dbs.elki.distance.similarityfunction

Methods in de.lmu.ifi.dbs.elki.distance.similarityfunction that return TypeInformation

Modifier and Type	Method and Description
TypeInformation	AbstractIndexBasedSimilarityFunction.getInputTypeRestriction()
TypeInformation	SimilarityFunction.getInputTypeRestriction() Get the input data type of the function.

Uses of TypeInformation in de.lmu.ifi.dbs.elki.index

Methods in de.lmu.ifi.dbs.elki.index that return TypeInformation

Modifier and Type	Method and Description
TypeInformation	IndexFactory.getInputTypeRestriction() Get the input type restriction used for negotiating the data query.

Uses of TypeInformation in de.lmu.ifi.dbs.elki.index.preprocessed.knn

Methods in de.lmu.ifi.dbs.elki.index.preprocessed.knn that return TypeInformation

Modifier and Type	Method and Description
TypeInformation	AbstractMaterializeKNNPreprocessor.Factory.getInputTypeRestriction()

Uses of TypeInformation in de.lmu.ifi.dbs.elki.index.preprocessed.localpca

Methods in de.lmu.ifi.dbs.elki.index.preprocessed.localpca that return TypeInformation

Modifier and Type	Method and Description
TypeInformation	AbstractFilteredPCAIndex.Factory.getInputTypeRestriction()

Uses of TypeInformation in de.lmu.ifi.dbs.elki.index.preprocessed.preference

Methods in de.lmu.ifi.dbs.elki.index.preprocessed.preference that return TypeInformation

Modifier and Type	Method and Description
TypeInformation	AbstractPreferenceVectorIndex.Factory.getInputTypeRestriction()

Uses of TypeInformation in de.lmu.ifi.dbs.elki.index.preprocessed.snn

Methods in de.lmu.ifi.dbs.elki.index.preprocessed.snn that return TypeInformation

Modifier and Type	Method and Description
TypeInformation	SharedNearestNeighborPreprocessor.Factory.getInputTypeRestriction()

Uses of TypeInformation in de.lmu.ifi.dbs.elki.index.preprocessed.subspaceproj

Methods in de.lmu.ifi.dbs.elki.index.preprocessed.subspaceproj that return TypeInformation

Modifier and Type	Method and Description
TypeInformation	AbstractSubspaceProjectionIndex.Factory.getInputTypeRestriction()

Uses of TypeInformation in de.lmu.ifi.dbs.elki.index.tree.metrical.mtreevariants

Methods in de.lmu.ifi.dbs.elki.index.tree.metrical.mtreevariants that return TypeInformation

Modifier and Type	Method and Description
TypeInformation	AbstractMTreeFactory.getInputTypeRestriction()

Uses of TypeInformation in de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants

Methods in de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants that return TypeInformation

Modifier and Type	Method and Description
TypeInformation	AbstractRStarTreeFactory.getInputTypeRestriction()

Uses of TypeInformation in de.lmu.ifi.dbs.elki.index.vafile

Methods in de.lmu.ifi.dbs.elki.index.vafile that return TypeInformation

Modifier and Type	Method and Description
TypeInformation	VAFile.Factory.getInputTypeRestriction()
TypeInformation	PartialVAFile.Factory.getInputTypeRestriction()

Uses of TypeInformation in tutorial.outlier

Methods in tutorial.outlier that return TypeInformation

Modifier and Type	Method and Description
TypeInformation[]	DistanceStddevOutlier.getInputTypeRestriction()