de.lmu.ifi.dbs.elki.algorithm.clustering.kmeans

Class KMeansBisecting.Parameterizer<V extends NumberVector<?>,D extends Distance<?>,M extends MeanModel<V>>

java.lang.Object

de.lmu.ifi.dbs.elki.utilities.optionhandling.AbstractParameterizer

de.lmu.ifi.dbs.elki.algorithm.clustering.kmeans.KMeansBisecting.Parameterizer<V,D,M>

Type Parameters:

V - Vector type

D - Distance type

M - Model type

All Implemented Interfaces:

Parameterizer

Enclosing class:

KMeansBisecting<V extends NumberVector<?>,D extends Distance<?>,M extends MeanModel<V>>

public static class KMeansBisecting.Parameterizer<V extends NumberVector<?>,D extends Distance<?>,M extends MeanModel<V>>
extends AbstractParameterizer

Parameterization class.

Field Summary

Fields

Modifier and Type	Field and Description
protected int	k Desired number of clusters.
static OptionID	KMEANS_ID Parameter to specify the kMeans variant.
protected KMeans<V,D,M>	kMeansVariant Variant of kMeans

Constructor Summary

Constructors

Constructor and Description
KMeansBisecting.Parameterizer()

Method Summary

Methods

Modifier and Type	Method and Description
protected KMeansBisecting<V,D,M>	makeInstance() Make an instance after successful configuration.
protected void	makeOptions(Parameterization config) Add all options.

Methods inherited from class de.lmu.ifi.dbs.elki.utilities.optionhandling.AbstractParameterizer

configure, make

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail

KMEANS_ID

public static final OptionID KMEANS_ID

Parameter to specify the kMeans variant.

kMeansVariant

protected KMeans<V extends NumberVector<?>,D extends Distance<?>,M extends MeanModel<V>> kMeansVariant

Variant of kMeans

k

protected int k

Desired number of clusters.

Constructor Detail

KMeansBisecting.Parameterizer

public KMeansBisecting.Parameterizer()

Method Detail

makeOptions

protected void makeOptions(Parameterization config)

Description copied from class: AbstractParameterizer

Add all options. ALWAYS call super.makeOptions(config), unless you have a strong reason to do otherwise!

Overrides:

makeOptions in class AbstractParameterizer

Parameters:

config - Parameterization to add options to.

makeInstance

protected KMeansBisecting<V,D,M> makeInstance()

Description copied from class: AbstractParameterizer

Make an instance after successful configuration.

Specified by:

makeInstance in class AbstractParameterizer

Returns:

instance