Package elki.outlier.intrinsic
Class IDOS.Par<O>
- java.lang.Object
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- elki.outlier.intrinsic.IDOS.Par<O>
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- All Implemented Interfaces:
Parameterizer
public static class IDOS.Par<O> extends java.lang.Object implements Parameterizer
Parameterization class.- Author:
- Jonathan von Brünken, Erich Schubert
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Field Summary
Fields Modifier and Type Field Description protected Distance<? super O>
distance
The distance function to use.protected IntrinsicDimensionalityEstimator<? super O>
estimator
Estimator for intrinsic dimensionality.static OptionID
ESTIMATOR_ID
The class used for estimating the intrinsic dimensionality.protected int
k_c
kNN for the context set (ID computation).protected int
k_r
kNN for the reference set.static OptionID
KC_ID
Parameter to specify the number of nearest neighbors of an object to be used for the GED computation.static OptionID
KR_ID
Parameter to specify the neighborhood size to use for the averaging.
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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.IDOS<O>
make()
Make an instance after successful configuration.
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Field Detail
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ESTIMATOR_ID
public static final OptionID ESTIMATOR_ID
The class used for estimating the intrinsic dimensionality.
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KR_ID
public static final OptionID KR_ID
Parameter to specify the neighborhood size to use for the averaging.
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KC_ID
public static final OptionID KC_ID
Parameter to specify the number of nearest neighbors of an object to be used for the GED computation.
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estimator
protected IntrinsicDimensionalityEstimator<? super O> estimator
Estimator for intrinsic dimensionality.
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k_c
protected int k_c
kNN for the context set (ID computation).
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k_r
protected int k_r
kNN for the reference set.
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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 IDOS<O> 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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