Package elki.clustering.uncertain
Class FDBSCANNeighborPredicate.Par
- java.lang.Object
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- elki.clustering.uncertain.FDBSCANNeighborPredicate.Par
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- All Implemented Interfaces:
Parameterizer
- Enclosing class:
- FDBSCANNeighborPredicate
public static class FDBSCANNeighborPredicate.Par extends java.lang.Object implements Parameterizer
Parameterizer class.- Author:
- Alexander Koos, Erich Schubert
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Field Summary
Fields Modifier and Type Field Description protected double
epsilon
Epsilon radiusstatic OptionID
SAMPLE_SIZE_ID
Number of samples per uncertain object.protected int
sampleSize
The size of samplesets that should be drawn for neighborcheck.protected RandomFactory
seed
Random generator.static OptionID
SEED_ID
Seed for random sample draw.protected double
threshold
The relative amount of epsilon-close pairings determined by the neighborcheck.static OptionID
THRESHOLD_ID
Threshold for epsilon-neighborhood, defaults to 0.5.
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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.FDBSCANNeighborPredicate
make()
Make an instance after successful configuration.
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Field Detail
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SAMPLE_SIZE_ID
public static final OptionID SAMPLE_SIZE_ID
Number of samples per uncertain object.
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THRESHOLD_ID
public static final OptionID THRESHOLD_ID
Threshold for epsilon-neighborhood, defaults to 0.5.
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SEED_ID
public static final OptionID SEED_ID
Seed for random sample draw.
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epsilon
protected double epsilon
Epsilon radius
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sampleSize
protected int sampleSize
The size of samplesets that should be drawn for neighborcheck.
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threshold
protected double threshold
The relative amount of epsilon-close pairings determined by the neighborcheck.
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seed
protected RandomFactory seed
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 FDBSCANNeighborPredicate 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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