Uses of Class
de.lmu.ifi.dbs.elki.preprocessing.LocalPCAPreprocessor

Packages that use LocalPCAPreprocessor

de.lmu.ifi.dbs.elki.algorithm.clustering.correlation	Correlation clustering algorithms
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.preprocessing	Preprocessors used for data preparation in a first step of various algorithms or distance and similarity measures.

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

Fields in de.lmu.ifi.dbs.elki.algorithm.clustering.correlation declared as LocalPCAPreprocessor

private LocalPCAPreprocessor<V>

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

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

private ClassParameter<LocalPCAPreprocessor<V>>

COPAC.PREPROCESSOR_PARAM Parameter to specify the local PCA preprocessor to derive partition criterion, must extend LocalPCAPreprocessor.

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

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

class	AbstractLocallyWeightedDistanceFunction<O extends NumberVector<O,?>,P extends LocalPCAPreprocessor<O>> Abstract super class for locally weighted distance functions using a preprocessor to compute the local weight matrix.
class	KernelBasedLocallyWeightedDistanceFunction<V extends NumberVector<V,?>,P extends LocalPCAPreprocessor<V>> Provides a kernel based locally weighted distance function.
class	LocallyWeightedDistanceFunction<V extends NumberVector<V,?>,P extends LocalPCAPreprocessor<V>> Provides a locally weighted distance function.
interface	LocalPCAPreprocessorBasedDistanceFunction<O extends NumberVector<O,?>,P extends LocalPCAPreprocessor<O>,D extends Distance<D>> Interface for local PCA based preprocessors.

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

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

class	ERiCDistanceFunction<V extends NumberVector<V,?>,P extends LocalPCAPreprocessor<V>> Provides a distance function for building the hierarchy in the ERiC algorithm.
class	PCABasedCorrelationDistanceFunction<V extends NumberVector<V,?>,P extends LocalPCAPreprocessor<V>> Provides the correlation distance for real valued vectors.

Uses of LocalPCAPreprocessor in de.lmu.ifi.dbs.elki.distance.distancefunction.subspace

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

class

SubspaceDistanceFunction<V extends NumberVector<V,?>,P extends LocalPCAPreprocessor<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 LocalPCAPreprocessor in de.lmu.ifi.dbs.elki.preprocessing

Subclasses of LocalPCAPreprocessor in de.lmu.ifi.dbs.elki.preprocessing

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	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.