Package elki.datasource.filter.cleaning
Class ReplaceNaNWithRandomFilter.Par
- java.lang.Object
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- elki.datasource.filter.cleaning.ReplaceNaNWithRandomFilter.Par
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- All Implemented Interfaces:
Parameterizer
- Enclosing class:
- ReplaceNaNWithRandomFilter
public static class ReplaceNaNWithRandomFilter.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 Distribution
dist
Distribution to generate replacement values with.static OptionID
RANDOM_ID
Random sourcestatic OptionID
REPLACEMENT_DISTRIBUTION
Parameter to specify the distribution to sample replacement values from.private RandomFactory
rnd
Random generator.
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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.ReplaceNaNWithRandomFilter
make()
Make an instance after successful configuration.
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Field Detail
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REPLACEMENT_DISTRIBUTION
public static final OptionID REPLACEMENT_DISTRIBUTION
Parameter to specify the distribution to sample replacement values from.
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RANDOM_ID
public static final OptionID RANDOM_ID
Random source
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dist
private Distribution dist
Distribution to generate replacement values with.
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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 ReplaceNaNWithRandomFilter 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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