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Packages that use LocalPCAPreprocessorBasedDistanceFunction | |
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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. |
Uses of LocalPCAPreprocessorBasedDistanceFunction in de.lmu.ifi.dbs.elki.algorithm.clustering.correlation |
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Fields in de.lmu.ifi.dbs.elki.algorithm.clustering.correlation with type parameters of type LocalPCAPreprocessorBasedDistanceFunction | |
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protected ObjectParameter<LocalPCAPreprocessorBasedDistanceFunction<V,?,?>> |
COPAC.PARTITION_DISTANCE_PARAM
Parameter to specify the distance function to use inside the partitions AbstractPreprocessorBasedDistanceFunction
. |
Uses of LocalPCAPreprocessorBasedDistanceFunction in de.lmu.ifi.dbs.elki.distance.distancefunction |
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Classes in de.lmu.ifi.dbs.elki.distance.distancefunction that implement LocalPCAPreprocessorBasedDistanceFunction | |
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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. |
Uses of LocalPCAPreprocessorBasedDistanceFunction in de.lmu.ifi.dbs.elki.distance.distancefunction.correlation |
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Classes in de.lmu.ifi.dbs.elki.distance.distancefunction.correlation that implement LocalPCAPreprocessorBasedDistanceFunction | |
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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 LocalPCAPreprocessorBasedDistanceFunction in de.lmu.ifi.dbs.elki.distance.distancefunction.subspace |
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Classes in de.lmu.ifi.dbs.elki.distance.distancefunction.subspace that implement LocalPCAPreprocessorBasedDistanceFunction | |
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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. |
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