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Packages that use Preprocessor | |
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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.distancefunction.subspace | Distance functions based on subspaces. |
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 |
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Classes in de.lmu.ifi.dbs.elki.distance with type parameters of type Preprocessor | |
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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 |
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Classes in de.lmu.ifi.dbs.elki.distance.distancefunction with type parameters of type Preprocessor | |
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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 |
KernelBasedLocallyWeightedDistanceFunction<V extends RealVector<V,?>,P extends Preprocessor<V>>
Provides a kernel based locally weighted distance function. |
class |
LocallyWeightedDistanceFunction<V extends RealVector<V,?>,P extends Preprocessor<V>>
Provides a locally weighted distance function. |
Uses of Preprocessor in de.lmu.ifi.dbs.elki.distance.distancefunction.correlation |
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Classes in de.lmu.ifi.dbs.elki.distance.distancefunction.correlation with type parameters of type Preprocessor | |
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class |
AbstractCorrelationDistanceFunction<V extends RealVector<V,?>,P extends Preprocessor<V>,D extends CorrelationDistance<D>>
Abstract super class for correlation based distance functions. |
class |
ERiCDistanceFunction<V extends RealVector<V,?>,P extends Preprocessor<V>>
Provides a distance function for building the hierarchiy in the ERiC algorithm. |
Uses of Preprocessor in de.lmu.ifi.dbs.elki.distance.distancefunction.subspace |
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Classes in de.lmu.ifi.dbs.elki.distance.distancefunction.subspace with type parameters of type Preprocessor | |
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class |
SubspaceDistanceFunction<V extends RealVector<V,?>,P extends Preprocessor<V>>
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. |
Uses of Preprocessor in de.lmu.ifi.dbs.elki.distance.similarityfunction |
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Classes in de.lmu.ifi.dbs.elki.distance.similarityfunction with type parameters of type Preprocessor | |
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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 |
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Classes in de.lmu.ifi.dbs.elki.preprocessing with type parameters of type Preprocessor | |
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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 | |
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interface |
PreferenceVectorPreprocessor<O extends DatabaseObject>
Marker interface for preprocessors computing preference vectors. |
Classes in de.lmu.ifi.dbs.elki.preprocessing that implement Preprocessor | |
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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 |
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 |
KnnQueryBasedHiCOPreprocessor<V extends RealVector<V,?>>
Computes the HiCO correlation dimension of objects of a certain database. |
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 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 algorithm. |
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. |
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 | |
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private P |
PreprocessorHandler.preprocessor
Holds the instance of the preprocessor specified by PreprocessorHandler.PREPROCESSOR_PARAM . |
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