Package | Description |
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de.lmu.ifi.dbs.elki.algorithm.outlier |
Outlier detection algorithms
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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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Modifier and Type | Field and Description |
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private ReferencePointsHeuristic<V> |
ReferenceBasedOutlierDetection.refp
Stores the reference point strategy
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private ReferencePointsHeuristic<V> |
ReferenceBasedOutlierDetection.Parameterizer.refp
Stores the reference point strategy
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Constructor and Description |
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ReferenceBasedOutlierDetection(int k,
DistanceFunction<V,D> distanceFunction,
ReferencePointsHeuristic<V> refp)
Constructor with parameters.
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Modifier and Type | Class and Description |
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class |
AxisBasedReferencePoints<V extends NumberVector<V,?>>
Strategy to pick reference points by placing them on the axis ends.
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class |
FullDatabaseReferencePoints<O extends NumberVector<? extends O,?>>
Strategy to use the complete database as reference points.
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class |
GridBasedReferencePoints<V extends NumberVector<V,?>>
Grid-based strategy to pick reference points.
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class |
RandomGeneratedReferencePoints<V extends NumberVector<V,?>>
Reference points generated randomly within the used data space.
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class |
RandomSampleReferencePoints<V extends NumberVector<? extends V,?>>
Random-Sampling strategy for picking reference points.
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class |
StarBasedReferencePoints<V extends NumberVector<V,?>>
Star-based strategy to pick reference points.
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