Package elki.math.statistics.dependence
Class MCDEDependence.Par
- java.lang.Object
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- elki.math.statistics.dependence.MCDEDependence.Par
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- All Implemented Interfaces:
Parameterizer
- Enclosing class:
- MCDEDependence
public static class MCDEDependence.Par extends java.lang.Object implements Parameterizer
Parameterizer- Author:
- Alan Mazankiewicz, Edouard Fouché
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Field Summary
Fields Modifier and Type Field Description protected double
alpha
Holds the value ofALPHA_ID
.static OptionID
ALPHA_ID
Parameter that specifies the size of the sliceprotected double
beta
Holds the value ofBETA_ID
.static OptionID
BETA_ID
Parameter that specifies the size of the marginal restriction.protected int
m
Holds the value ofM_ID
.static OptionID
M_ID
Parameter that specifies the number of iterations in the Monte-Carlo process of identifying high contrast subspaces.private MCDETest<?>
mcdeTest
Holds the value ofTEST_ID
.protected RandomFactory
rnd
Random generator.static OptionID
SEED_ID
Parameter that specifies the random seed.static OptionID
TEST_ID
Parameter that specifies which MCDE statistical test to use in order to calculate the contrast between the instances in the slice vs out of slice.
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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.MCDEDependence
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 specifies the size of the slice
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BETA_ID
public static final OptionID BETA_ID
Parameter that specifies the size of the marginal restriction. Note that in the original paper alpha = beta and as such there is no explicit distinction between the parameters.
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SEED_ID
public static final OptionID SEED_ID
Parameter that specifies the random seed.
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TEST_ID
public static final OptionID TEST_ID
Parameter that specifies which MCDE statistical test to use in order to calculate the contrast between the instances in the slice vs out of slice.
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m
protected int m
Holds the value ofM_ID
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alpha
protected double alpha
Holds the value ofALPHA_ID
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beta
protected double beta
Holds the value ofBETA_ID
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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 MCDEDependence 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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