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

Packages that use Preprocessor

de.lmu.ifi.dbs.elki.distance	Distances and (in subpackages) distance functions and similarity functions.
de.lmu.ifi.dbs.elki.distance.distancefunction	Distance functions for use within ELKI.
de.lmu.ifi.dbs.elki.distance.distancefunction.correlation	Distance functions using correlations.
de.lmu.ifi.dbs.elki.distance.similarityfunction	Similarity functions.
de.lmu.ifi.dbs.elki.preprocessing	Preprocessors used for data preparation in a first step of various algorithms or distance and similarity measures.

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

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

interface

PreprocessorBasedMeasurementFunction<O extends DatabaseObject,P extends Preprocessor<O>,D extends Distance<D>> Describes the requirements of any measurement function (e.g. distance function or similarity function) needing a preprocessor running on a database.

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	AbstractPreprocessorBasedDistanceFunction<O extends DatabaseObject,P extends Preprocessor<O>,D extends Distance<D>> Abstract super class for distance functions needing a preprocessor.
interface	PreprocessorBasedDistanceFunction<O extends DatabaseObject,P extends Preprocessor<O>,D extends Distance<D>> Interface to mark preprocessor based distance functions.

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

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

class

AbstractCorrelationDistanceFunction<V extends FeatureVector<V,?>,P extends Preprocessor<V>,D extends CorrelationDistance<D>> Abstract super class for correlation based distance functions.

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.

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

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

interface	PreprocessorClient<P extends Preprocessor<O>,O extends DatabaseObject> Interface defining the requirements for classes using a PreprocessorHandler to run a preprocessor on a certain database.
class	PreprocessorHandler<O extends DatabaseObject,P extends Preprocessor<O>> Handler class for all objects (e.g. distance functions) using a preprocessor running on a certain database.

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 NumberVector<V,?>> Preprocessor for DiSH preference vector assignment to objects of a certain database.
class	FourCPreprocessor<D extends Distance<D>,V extends NumberVector<V,?>> Preprocessor for 4C local dimensionality and locally weighted matrix assignment to objects of a certain database.
class	HiSCPreprocessor<V extends NumberVector<V,?>> Preprocessor for HiSC preference vector assignment to objects of a certain database.
class	KnnQueryBasedLocalPCAPreprocessor<V extends NumberVector<V,?>> Provides the local neighborhood to be considered in the PCA as the k nearest neighbors of an object.
class	LocalPCAPreprocessor<V extends NumberVector<V,?>> Abstract superclass for preprocessors performing for each object of a certain database a filtered PCA based on the local neighborhood of the object.
class	MaterializeKNNPreprocessor<O extends DatabaseObject,D extends Distance<D>> A preprocessor for annotation of the k nearest neighbors (and their distances) to each database object.
class	PreDeConPreprocessor<D extends Distance<D>,V extends NumberVector<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 FeatureVector<V,?>> Abstract superclass for preprocessor of algorithms extending the ProjectedDBSCAN algorithm.
class	RangeQueryBasedLocalPCAPreprocessor<V extends NumberVector<V,?>> Provides the local neighborhood to be considered in the PCA as the neighbors within an epsilon range query of an object.
class	SharedNearestNeighborsPreprocessor<O extends DatabaseObject,D extends Distance<D>> A preprocessor for annotation of the ids of nearest neighbors to each database object.
class	SpatialApproximationMaterializeKNNPreprocessor<O extends NumberVector<O,?>,D extends Distance<D>,N extends SpatialNode<N,E>,E extends SpatialEntry> A preprocessor for annotation of the k nearest neighbors (and their distances) to each database object.

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

private P

PreprocessorHandler.preprocessor Holds the instance of the preprocessor specified by PreprocessorHandler.PREPROCESSOR_PARAM.