Package elki.math.statistics.dependence
Class HiCSDependence.Par
- java.lang.Object
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- elki.math.statistics.dependence.HiCSDependence.Par
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- All Implemented Interfaces:
Parameterizer
- Enclosing class:
- HiCSDependence
public static class HiCSDependence.Par extends java.lang.Object implements Parameterizer
Parameterization class.- Author:
- Erich Schubert
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Field Summary
Fields Modifier and Type Field Description private double
alpha
Alpha thresholdstatic OptionID
ALPHA_ID
Parameter that determines the size of the test statistic during the Monte-Carlo iteration.private int
m
Monte-Carlo iterationsstatic OptionID
M_ID
Parameter that specifies the number of iterations in the Monte-Carlo process of identifying high contrast subspaces.private RandomFactory
rnd
Random generator.static OptionID
SEED_ID
Parameter that specifies the random seed.private GoodnessOfFitTest
statTest
Statistical test to usestatic OptionID
TEST_ID
Parameter that specifies which statistical test to use in order to calculate the deviation of two given data samples.
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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.HiCSDependence
make()
Make an instance after successful configuration.
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Field Detail
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M_ID
public static final OptionID M_ID
Parameter that specifies the number of iterations in the Monte-Carlo process of identifying high contrast subspaces.
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ALPHA_ID
public static final OptionID ALPHA_ID
Parameter that determines the size of the test statistic during the Monte-Carlo iteration.
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TEST_ID
public static final OptionID TEST_ID
Parameter that specifies which statistical test to use in order to calculate the deviation of two given data samples.
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SEED_ID
public static final OptionID SEED_ID
Parameter that specifies the random seed.
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statTest
private GoodnessOfFitTest statTest
Statistical test to use
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m
private int m
Monte-Carlo iterations
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alpha
private double alpha
Alpha threshold
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rnd
private 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 HiCSDependence 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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