Uses of Interface
de.lmu.ifi.dbs.elki.preprocessing.Preprocessor

Packages that use Preprocessor

de.lmu.ifi.dbs.elki.distance.distancefunction	Package collects distance functions.
de.lmu.ifi.dbs.elki.distance.similarityfunction	Package collects similarity functions.
de.lmu.ifi.dbs.elki.preprocessing	Package collects preprocessors used for data preparation in a first step of various algorithms or distance measures.

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

Classes in de.lmu.ifi.dbs.elki.distance.distancefunction with type parameters of type Preprocessor

class	AbstractCorrelationDistanceFunction<O extends RealVector<O,?>,P extends Preprocessor<O>,D extends CorrelationDistance<D>> Abstract super class for correlation based distance functions.
class	AbstractLocallyWeightedDistanceFunction<O extends RealVector<O,?>,P extends Preprocessor<O>> Abstract super class for locally weighted distance functions using a preprocessor to compute the local weight matrix.
class	AbstractPreprocessorBasedDistanceFunction<O extends DatabaseObject,P extends Preprocessor<O>,D extends Distance<D>> Abstract super class for distance functions needing a preprocessor.
class	DiSHDistanceFunction<V extends RealVector<V,?>,P extends Preprocessor<V>> Distance function used in the DiSH algorithm.
class	ERiCDistanceFunction<V extends RealVector<V,?>,P extends Preprocessor<V>> Provides a distance function for building the hierarchiy in the ERiC algorithm.
class	HiSCDistanceFunction<O extends RealVector<O,?>,P extends Preprocessor<O>> Distance function used in the HiSC algorithm.
class	KernelBasedLocallyWeightedDistanceFunction<O extends RealVector<O,?>,P extends Preprocessor<O>> Provides a kernel based locally weighted distance function.
class	LocallyWeightedDistanceFunction<O extends RealVector<O,?>,P extends Preprocessor<O>> Provides a locally weighted distance function.
class	PCABasedCorrelationDistanceFunction<O extends RealVector<O,?>,P extends Preprocessor<O>,D extends CorrelationDistance<D>> Provides the Correlation distance for real valued vectors.
class	PreferenceVectorBasedCorrelationDistanceFunction<O extends RealVector<O,?>,P extends Preprocessor<O>> XXX unify CorrelationDistanceFunction and VarianceDistanceFunction
class	SubspaceDistanceFunction<O extends RealVector<O,?>,P extends Preprocessor<O>,D extends SubspaceDistance<D>> Provides a distance function to determine a kind of correlation distance between two points, which is a pair consisting of the distance between the two subspaces spanned by the strong eigenvectors of the two points and the affine distance between the two subspaces.

Fields in de.lmu.ifi.dbs.elki.distance.distancefunction with type parameters of type Preprocessor

static Class<Preprocessor>	ERiCDistanceFunction.PREPROCESSOR_SUPER_CLASS The super class for the preprocessor.
static Class<Preprocessor>	SubspaceDistanceFunction.PREPROCESSOR_SUPER_CLASS The super class for the preprocessor.

Methods in de.lmu.ifi.dbs.elki.distance.distancefunction that return types with arguments of type Preprocessor

(package private) abstract Class<? extends Preprocessor>	AbstractPreprocessorBasedDistanceFunction.getPreprocessorSuperClassName() Returns the super class for the preprocessor.
(package private) abstract Class<? extends Preprocessor>	AbstractCorrelationDistanceFunction.getPreprocessorSuperClassName() Returns the super class for the preprocessor.
(package private) Class<Preprocessor>	ERiCDistanceFunction.getPreprocessorSuperClassName() Returns the super class for the preprocessor.
(package private) Class<Preprocessor>	SubspaceDistanceFunction.getPreprocessorSuperClassName() Returns the super class for the preprocessor.

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

Classes in de.lmu.ifi.dbs.elki.distance.similarityfunction with type parameters of type Preprocessor

class

AbstractPreprocessorBasedSimilarityFunction<O extends DatabaseObject,P extends Preprocessor<O>,D extends Distance<D>> Abstract super class for distance functions needing a preprocessor.

Methods in de.lmu.ifi.dbs.elki.distance.similarityfunction that return types with arguments of type Preprocessor

(package private) abstract Class<? extends Preprocessor>	AbstractPreprocessorBasedSimilarityFunction.getPreprocessorSuperClassName() Returns the super class for the preprocessor.
(package private) Class<? extends Preprocessor>	SharedNearestNeighborSimilarityFunction.getPreprocessorSuperClassName()

Uses of Preprocessor in de.lmu.ifi.dbs.elki.preprocessing

Classes in de.lmu.ifi.dbs.elki.preprocessing with type parameters of type Preprocessor

class

PreprocessorHandler<O extends DatabaseObject,P extends Preprocessor<O>> Handler class for all distance function using a preprocessor.

Subinterfaces of Preprocessor in de.lmu.ifi.dbs.elki.preprocessing

interface

PreferenceVectorPreprocessor<O extends DatabaseObject> Marker interface for preprocessors computing preference vectors.

Classes in de.lmu.ifi.dbs.elki.preprocessing that implement Preprocessor

class	DiSHPreprocessor<V extends RealVector<V,N>,N extends Number> Preprocessor for DiSH preference vector assignment to objects of a certain database.
class	FourCPreprocessor<D extends Distance<D>,V extends RealVector<V,?>> Preprocessor for 4C local dimensionality and locally weighted matrix assignment to objects of a certain database.
class	FracClusPreprocessor<V extends RealVector<V,?>>
class	HiCOPreprocessor<V extends RealVector<V,?>> Abstract superclass for preprocessors for HiCO correlation dimension assignment to objects of a certain database.
class	HiSCPreprocessor<V extends RealVector<V,?>> Preprocessor for HiSC preference vector assignment to objects of a certain database.
class	KernelFourCPreprocessor<D extends Distance<D>,V extends RealVector<V,?>> Preprocessor for kernel 4C local dimensionality, neighbor objects and strong eigenvector matrix assignment to objects of a certain database.
class	KnnQueryBasedHiCOPreprocessor<V extends RealVector<V,?>> Computes the HiCO correlation dimension of objects of a certain database.
class	PreDeConPreprocessor<D extends Distance<D>,V extends RealVector<V,?>> Preprocessor for PreDeCon local dimensionality and locally weighted matrix assignment to objects of a certain database.
class	ProjectedDBSCANPreprocessor<D extends Distance<D>,V extends RealVector<V,?>> Abstract superclass for preprocessor of algorithms extending the ProjectedDBSCAN alghorithm.
class	RangeQueryBasedHiCOPreprocessor<V extends RealVector<V,?>> Computes the HiCO correlation dimension of objects of a certain database.
class	SharedNearestNeighborsPreprocessor<O extends DatabaseObject,D extends Distance<D>> A preprocessor for annotation of the ids of nearest neighbors to each database object.

Fields in de.lmu.ifi.dbs.elki.preprocessing declared as Preprocessor

private P

PreprocessorHandler.preprocessor The preprocessor to run the variance analysis of the objects.

Fields in de.lmu.ifi.dbs.elki.preprocessing with type parameters of type Preprocessor

private Class<? extends Preprocessor>

PreprocessorHandler.preprocessorSuperClassName The super class for the preprocessor class.