Package elki.outlier.meta
Class FeatureBagging.Par
- java.lang.Object
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- elki.outlier.meta.FeatureBagging.Par
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- All Implemented Interfaces:
Parameterizer
- Enclosing class:
- FeatureBagging
public static class FeatureBagging.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 boolean
breadth
Cumulative sum or breadth first combinations.static OptionID
BREADTH_ID
The flag for using the breadth first approach.protected int
k
The neighborhood size to use.protected int
num
Number of instances to use.static OptionID
NUM_ID
Parameter to specify the number of instances to use in the ensemble.protected RandomFactory
rnd
Random generator.static OptionID
SEED_ID
The parameter to specify the random seed.
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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.FeatureBagging
make()
Make an instance after successful configuration.
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Field Detail
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NUM_ID
public static final OptionID NUM_ID
Parameter to specify the number of instances to use in the ensemble.
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BREADTH_ID
public static final OptionID BREADTH_ID
The flag for using the breadth first approach.
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SEED_ID
public static final OptionID SEED_ID
The parameter to specify the random seed.
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k
protected int k
The neighborhood size to use.
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num
protected int num
Number of instances to use.
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breadth
protected boolean breadth
Cumulative sum or breadth first combinations.
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rnd
protected RandomFactory rnd
Random generator.
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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 FeatureBagging 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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