de.lmu.ifi.dbs.elki.index.preprocessed.subspaceproj
Class FourCSubspaceIndex.Factory<V extends NumberVector<V,?>,D extends Distance<D>>

java.lang.Object
  de.lmu.ifi.dbs.elki.index.preprocessed.subspaceproj.AbstractSubspaceProjectionIndex.Factory<V,D,FourCSubspaceIndex<V,D>>
      de.lmu.ifi.dbs.elki.index.preprocessed.subspaceproj.FourCSubspaceIndex.Factory<V,D>

Type Parameters:

V - Vector type

D - Distance type

All Implemented Interfaces:

IndexFactory<V,FourCSubspaceIndex<V,D>>, LocalProjectionIndex.Factory<V,FourCSubspaceIndex<V,D>>, SubspaceProjectionIndex.Factory<V,FourCSubspaceIndex<V,D>>, InspectionUtilFrequentlyScanned, Parameterizable

Enclosing class:

FourCSubspaceIndex<V extends NumberVector<V,?>,D extends Distance<D>>

public static class FourCSubspaceIndex.Factory<V extends NumberVector<V,?>,D extends Distance<D>>
extends AbstractSubspaceProjectionIndex.Factory<V,D,FourCSubspaceIndex<V,D>>

Factory class for 4C preprocessors.

Nested Class Summary

static class

FourCSubspaceIndex.Factory.Parameterizer<V extends NumberVector<V,?>,D extends Distance<D>> Parameterization class.

Field Summary

static double	DEFAULT_DELTA The default value for delta.
private PCAFilteredRunner<V>	pca The Filtered PCA Runner

Fields inherited from class de.lmu.ifi.dbs.elki.index.preprocessed.subspaceproj.AbstractSubspaceProjectionIndex.Factory

epsilon, minpts, rangeQueryDistanceFunction

Constructor Summary

FourCSubspaceIndex.Factory(D epsilon, DistanceFunction<V,D> rangeQueryDistanceFunction, int minpts, PCAFilteredRunner<V> pca)
Constructor.

Method Summary

FourCSubspaceIndex<V,D>

instantiate(Relation<V> relation) Instantiate the index for a given database.

Methods inherited from class de.lmu.ifi.dbs.elki.index.preprocessed.subspaceproj.AbstractSubspaceProjectionIndex.Factory

getInputTypeRestriction

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail

DEFAULT_DELTA

public static final double DEFAULT_DELTA

The default value for delta.

See Also:

Constant Field Values

pca

private PCAFilteredRunner<V extends NumberVector<V,?>> pca

The Filtered PCA Runner

Constructor Detail

FourCSubspaceIndex.Factory

public FourCSubspaceIndex.Factory(D epsilon,
                                  DistanceFunction<V,D> rangeQueryDistanceFunction,
                                  int minpts,
                                  PCAFilteredRunner<V> pca)

Constructor.

Parameters:

epsilon -

rangeQueryDistanceFunction -

minpts -

pca -

Method Detail

instantiate

public FourCSubspaceIndex<V,D> instantiate(Relation<V> relation)

Description copied from interface: SubspaceProjectionIndex.Factory

Instantiate the index for a given database.

Specified by:

instantiate in interface IndexFactory<V extends NumberVector<V,?>,FourCSubspaceIndex<V extends NumberVector<V,?>,D extends Distance<D>>>

Specified by:

instantiate in interface LocalProjectionIndex.Factory<V extends NumberVector<V,?>,FourCSubspaceIndex<V extends NumberVector<V,?>,D extends Distance<D>>>

Specified by:

instantiate in interface SubspaceProjectionIndex.Factory<V extends NumberVector<V,?>,FourCSubspaceIndex<V extends NumberVector<V,?>,D extends Distance<D>>>

Specified by:

instantiate in class AbstractSubspaceProjectionIndex.Factory<V extends NumberVector<V,?>,D extends Distance<D>,FourCSubspaceIndex<V extends NumberVector<V,?>,D extends Distance<D>>>

Parameters:

relation - Relation

Returns:

Index