Package elki.clustering.correlation
Class ORCLUS.Par
- java.lang.Object
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- elki.clustering.AbstractProjectedClustering.Par
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- elki.clustering.correlation.ORCLUS.Par
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- All Implemented Interfaces:
Parameterizer
- Enclosing class:
- ORCLUS
public static class ORCLUS.Par extends AbstractProjectedClustering.Par
Parameterization class.- Author:
- Erich Schubert
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Field Summary
Fields Modifier and Type Field Description protected double
alpha
Cluster reduction factorstatic OptionID
ALPHA_ID
Parameter to specify the factor for reducing the number of current clusters in each iteration, must be an integer greater than 0 and less than 1.protected PCARunner
pca
PCA procedureprotected RandomFactory
rnd
Random number generation.static OptionID
SEED_ID
Parameter to specify the random generator 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.ORCLUS
make()
Make an instance after successful configuration.
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Field Detail
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ALPHA_ID
public static final OptionID ALPHA_ID
Parameter to specify the factor for reducing the number of current clusters in each iteration, must be an integer greater than 0 and less than 1.
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SEED_ID
public static final OptionID SEED_ID
Parameter to specify the random generator seed.
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alpha
protected double alpha
Cluster reduction factor
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rnd
protected RandomFactory rnd
Random number generation.
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pca
protected PCARunner pca
PCA procedure
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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.
- Parameters:
config
- Parameterization
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make
public ORCLUS 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.- Returns:
- a new instance
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