de.lmu.ifi.dbs.elki.utilities.referencepoints (ELKI: Environment for DeveLoping KDD-Applications Supported by Index-Structures)

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E nvironment for
Deve L oping
K DD-Applications
Supported by I ndex-Structures

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Package de.lmu.ifi.dbs.elki.utilities.referencepoints

Package containing strategies to obtain reference points Shared code for various algorithms that use reference points.

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Description

Interface Summary
ReferencePointsHeuristic<O extends NumberVector<O,?>>	Simple Interface for an heuristic to pick reference points.

Class Summary
AxisBasedReferencePoints<O extends NumberVector<O,?>>	Strategy to pick reference points by placing them on the axis ends.
FullDatabaseReferencePoints<O extends NumberVector<O,?>>	Strategy to use the complete database as reference points.
GridBasedReferencePoints<O extends NumberVector<O,?>>	Grid-based strategy to pick reference points.
RandomGeneratedReferencePoints<O extends NumberVector<O,?>>	Reference points generated randomly within the used data space.
RandomSampleReferencePoints<O extends NumberVector<O,?>>	Random-Sampling strategy for picking reference points.
StarBasedReferencePoints<O extends NumberVector<O,?>>	Star-based strategy to pick reference points.

Package containing strategies to obtain reference points

Shared code for various algorithms that use reference points.