Package de.lmu.ifi.dbs.elki.index.preprocessed.localpca

Index using a preprocessed local PCA.

See:
Description

Interface Summary

FilteredLocalPCAIndex<NV extends NumberVector<?,?>>	Interface for an index providing local PCA results.
FilteredLocalPCAIndex.Factory<NV extends NumberVector<?,?>,I extends FilteredLocalPCAIndex<NV>>	Factory interface

Class Summary

AbstractFilteredPCAIndex<NV extends NumberVector<? extends NV,?>>	Abstract base class for a local PCA based index.
AbstractFilteredPCAIndex.Factory<NV extends NumberVector<NV,?>,I extends AbstractFilteredPCAIndex<NV>>	Factory class
AbstractFilteredPCAIndex.Factory.Parameterizer<NV extends NumberVector<NV,?>,I extends AbstractFilteredPCAIndex<NV>>	Parameterization class.
KNNQueryFilteredPCAIndex<NV extends NumberVector<? extends NV,?>>	Provides the local neighborhood to be considered in the PCA as the k nearest neighbors of an object.
KNNQueryFilteredPCAIndex.Factory<V extends NumberVector<V,?>>	Factory class
KNNQueryFilteredPCAIndex.Factory.Parameterizer<NV extends NumberVector<NV,?>>	Parameterization class.
RangeQueryFilteredPCAIndex<NV extends NumberVector<? extends NV,?>>	Provides the local neighborhood to be considered in the PCA as the neighbors within an epsilon range query of an object.
RangeQueryFilteredPCAIndex.Factory<V extends NumberVector<V,?>>	Factory class
RangeQueryFilteredPCAIndex.Factory.Parameterizer<NV extends NumberVector<NV,?>>	Parameterization class.

Package de.lmu.ifi.dbs.elki.index.preprocessed.localpca Description

Index using a preprocessed local PCA.