Class CFKPlusPlusTree.Par
- java.lang.Object
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- elki.clustering.kmeans.initialization.betula.AbstractCFKMeansInitialization.Par
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- elki.clustering.kmeans.initialization.betula.CFKPlusPlusTree.Par
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- All Implemented Interfaces:
Parameterizer
- Enclosing class:
- CFKPlusPlusTree
public static class CFKPlusPlusTree.Par extends AbstractCFKMeansInitialization.Par
Parameterization class.- Author:
- Andreas Lang
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Field Summary
Fields Modifier and Type Field Description (package private) intdepthMaximum depth to choose from.static OptionIDDEPTH_IDDepth of the trunk based stragegy.(package private) CFInitWeightdistDistance function to use for initial meansstatic OptionIDFIRST_UNIFORM_IDChoose the first center based on variance contribution.(package private) booleanfirstUniformChoose the first center uniformly from the cluster feature.static OptionIDKMPP_DISTANCE_IDk Means distance.-
Fields inherited from class elki.clustering.kmeans.initialization.betula.AbstractCFKMeansInitialization.Par
rnd, SEED_ID
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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 voidconfigure(Parameterization config)Configure the class.CFKPlusPlusTreemake()Make an instance after successful configuration.
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Field Detail
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DEPTH_ID
public static final OptionID DEPTH_ID
Depth of the trunk based stragegy.
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KMPP_DISTANCE_ID
public static final OptionID KMPP_DISTANCE_ID
k Means distance.
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FIRST_UNIFORM_ID
public static final OptionID FIRST_UNIFORM_ID
Choose the first center based on variance contribution.
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dist
CFInitWeight dist
Distance function to use for initial means
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firstUniform
boolean firstUniform
Choose the first center uniformly from the cluster feature.
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depth
int depth
Maximum depth to choose from.
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Method Detail
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configure
public void configure(Parameterization config)
Description copied from interface:ParameterizerConfigure 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:
configurein interfaceParameterizer- Overrides:
configurein classAbstractCFKMeansInitialization.Par- Parameters:
config- Parameterization
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make
public CFKPlusPlusTree make()
Description copied from interface:ParameterizerMake an instance after successful configuration.Note: your class should return the exact type, only this very broad interface should use
Objectas return type.- Returns:
- a new instance
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