Package elki.outlier.clustering
Class EMOutlier.Par<V extends NumberVector>
- java.lang.Object
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- elki.outlier.clustering.EMOutlier.Par<V>
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- All Implemented Interfaces:
Parameterizer
- Enclosing class:
- EMOutlier<V extends NumberVector>
public static class EMOutlier.Par<V extends NumberVector> extends java.lang.Object implements Parameterizer
Parameterization class.- Author:
- Erich Schubert
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Field Summary
Fields Modifier and Type Field Description protected double
delta
Stopping thresholdprotected int
k
Number of clusters.protected int
maxiter
Maximum number of iterations.protected EMClusterModelFactory<V,?>
mfactory
Cluster model factory.protected int
miniter
Minimum number of iterations.(package private) double
prior
Prior to enable MAP estimation (use 0 for MLE)
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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.EMOutlier<V>
make()
Make an instance after successful configuration.
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Field Detail
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k
protected int k
Number of clusters.
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delta
protected double delta
Stopping threshold
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mfactory
protected EMClusterModelFactory<V extends NumberVector,?> mfactory
Cluster model factory.
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miniter
protected int miniter
Minimum number of iterations.
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maxiter
protected int maxiter
Maximum number of iterations.
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prior
double prior
Prior to enable MAP estimation (use 0 for MLE)
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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 EMOutlier<V> 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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