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

Index using a preprocessed local PCA

See: Description

Interface Summary

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

Class Summary

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

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

Index using a preprocessed local PCA