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Packages that use LocalPCAPreprocessor | |
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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 |
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Fields in de.lmu.ifi.dbs.elki.algorithm.clustering.correlation declared as LocalPCAPreprocessor | |
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private LocalPCAPreprocessor<V> |
COPAC.preprocessor
Holds the instance of preprocessor specified by COPAC.PREPROCESSOR_PARAM
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Fields in de.lmu.ifi.dbs.elki.algorithm.clustering.correlation with type parameters of type LocalPCAPreprocessor | |
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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 |
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Classes in de.lmu.ifi.dbs.elki.distance.distancefunction with type parameters of type LocalPCAPreprocessor | |
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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 |
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Classes in de.lmu.ifi.dbs.elki.distance.distancefunction.correlation with type parameters of type LocalPCAPreprocessor | |
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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 |
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Classes in de.lmu.ifi.dbs.elki.distance.distancefunction.subspace with type parameters of type LocalPCAPreprocessor | |
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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 |
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Subclasses of LocalPCAPreprocessor in de.lmu.ifi.dbs.elki.preprocessing | |
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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. |
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