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Packages that use AbstractDatabaseDistanceFunction | |
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de.lmu.ifi.dbs.elki.distance.distancefunction | Distance functions for use within ELKI. |
de.lmu.ifi.dbs.elki.distance.distancefunction.adapter | Distance functions deriving distances from e.g. similarity measures |
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 AbstractDatabaseDistanceFunction in de.lmu.ifi.dbs.elki.distance.distancefunction |
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Subclasses of AbstractDatabaseDistanceFunction in de.lmu.ifi.dbs.elki.distance.distancefunction | |
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class |
AbstractIndexBasedDistanceFunction<O,I extends Index,D extends Distance<D>>
Abstract super class for distance functions needing a database index. |
class |
LocallyWeightedDistanceFunction<V extends NumberVector<?,?>>
Provides a locally weighted distance function. |
class |
MinKDistance<O,D extends Distance<D>>
A distance that is at least the distance to the kth nearest neighbor. |
class |
SharedNearestNeighborJaccardDistanceFunction<O>
SharedNearestNeighborJaccardDistanceFunction computes the Jaccard coefficient, which is a proper distance metric. |
Uses of AbstractDatabaseDistanceFunction in de.lmu.ifi.dbs.elki.distance.distancefunction.adapter |
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Subclasses of AbstractDatabaseDistanceFunction in de.lmu.ifi.dbs.elki.distance.distancefunction.adapter | |
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AbstractSimilarityAdapter<O>
Adapter from a normalized similarity function to a distance function. |
class |
SimilarityAdapterArccos<O>
Adapter from a normalized similarity function to a distance function using arccos(sim) . |
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SimilarityAdapterLinear<O>
Adapter from a normalized similarity function to a distance function using 1 - sim . |
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SimilarityAdapterLn<O>
Adapter from a normalized similarity function to a distance function using -log(sim) . |
Uses of AbstractDatabaseDistanceFunction in de.lmu.ifi.dbs.elki.distance.distancefunction.correlation |
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Subclasses of AbstractDatabaseDistanceFunction in de.lmu.ifi.dbs.elki.distance.distancefunction.correlation | |
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class |
ERiCDistanceFunction
Provides a distance function for building the hierarchy in the ERiC algorithm. |
class |
PCABasedCorrelationDistanceFunction
Provides the correlation distance for real valued vectors. |
Uses of AbstractDatabaseDistanceFunction in de.lmu.ifi.dbs.elki.distance.distancefunction.subspace |
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Subclasses of AbstractDatabaseDistanceFunction in de.lmu.ifi.dbs.elki.distance.distancefunction.subspace | |
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AbstractPreferenceVectorBasedCorrelationDistanceFunction<V extends NumberVector<?,?>,P extends PreferenceVectorIndex<V>>
Abstract super class for all preference vector based correlation distance functions. |
class |
DiSHDistanceFunction
Distance function used in the DiSH algorithm. |
class |
HiSCDistanceFunction<V extends NumberVector<?,?>>
Distance function used in the HiSC algorithm. |
class |
SubspaceDistanceFunction
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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