Package elki.outlier.distance
Class ReferenceBasedOutlierDetection.Par
- java.lang.Object
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- elki.outlier.distance.ReferenceBasedOutlierDetection.Par
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- All Implemented Interfaces:
Parameterizer
- Enclosing class:
- ReferenceBasedOutlierDetection
public static class ReferenceBasedOutlierDetection.Par extends java.lang.Object implements Parameterizer
Parameterization class.- Author:
- Erich Schubert
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Field Summary
Fields Modifier and Type Field Description protected NumberVectorDistance<? super NumberVector>
distance
The distance function to use.private int
k
Number of nearest neighbors.static OptionID
K_ID
The number of nearest neighbors of an object, to be considered for computing its REFOD_SCORE, must be an integer greater than 1.private ReferencePointsHeuristic
refp
Stores the reference point strategystatic OptionID
REFP_ID
Parameter for the reference points heuristic.
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Constructor Summary
Constructors Constructor Description Par()
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Method Summary
All Methods Instance Methods Concrete Methods Modifier and Type Method Description void
configure(Parameterization config)
Configure the class.ReferenceBasedOutlierDetection
make()
Make an instance after successful configuration.
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Field Detail
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REFP_ID
public static final OptionID REFP_ID
Parameter for the reference points heuristic.
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K_ID
public static final OptionID K_ID
The number of nearest neighbors of an object, to be considered for computing its REFOD_SCORE, must be an integer greater than 1.
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distance
protected NumberVectorDistance<? super NumberVector> distance
The distance function to use.
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k
private int k
Number of nearest neighbors.
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refp
private ReferencePointsHeuristic refp
Stores the reference point strategy
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Method Detail
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configure
public void configure(Parameterization config)
Description copied from interface:Parameterizer
Configure the class.Note: the status is collected by the parameterization object, so that multiple errors may arise and be reported in one run.
- Specified by:
configure
in interfaceParameterizer
- Parameters:
config
- Parameterization
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make
public ReferenceBasedOutlierDetection make()
Description copied from interface:Parameterizer
Make an instance after successful configuration.Note: your class should return the exact type, only this very broad interface should use
Object
as return type.- Specified by:
make
in interfaceParameterizer
- Returns:
- a new instance
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