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

Class KMedoidsPAM.Parameterizer<V>

java.lang.Object

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

de.lmu.ifi.dbs.elki.algorithm.AbstractDistanceBasedAlgorithm.Parameterizer<V>

de.lmu.ifi.dbs.elki.algorithm.clustering.kmeans.KMedoidsPAM.Parameterizer<V>

All Implemented Interfaces:

Parameterizer

Direct Known Subclasses:

CLARA.Parameterizer, KMedoidsFastPAM1.Parameterizer, KMedoidsPAMReynolds.Parameterizer

Enclosing class:

KMedoidsPAM<V>

public static class KMedoidsPAM.Parameterizer<V>
extends AbstractDistanceBasedAlgorithm.Parameterizer<V>

Parameterization class.

Author:

Erich Schubert

Field Summary

Fields

Modifier and Type	Field and Description
protected KMedoidsInitialization<V>	initializer Method to choose initial means.
protected int	k The number of clusters to produce.
protected int	maxiter The maximum number of iterations.

Fields inherited from class de.lmu.ifi.dbs.elki.algorithm.AbstractDistanceBasedAlgorithm.Parameterizer

distanceFunction

Constructor Summary

Constructors

Constructor and Description
Parameterizer()

Method Summary

Modifier and Type	Method and Description
protected java.lang.Class<? extends KMedoidsInitialization>	defaultInitializer() Default initialization method.
protected KMedoidsPAM<V>	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

k

protected int k

The number of clusters to produce.

maxiter

protected int maxiter

The maximum number of iterations.

initializer

protected KMedoidsInitialization<V> initializer

Method to choose initial means.

Constructor Detail

Parameterizer

public 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 AbstractDistanceBasedAlgorithm.Parameterizer<V>

Parameters:

config - Parameterization to add options to.

defaultInitializer

protected java.lang.Class<? extends KMedoidsInitialization> defaultInitializer()

Default initialization method.

Returns:

Initialization method

makeInstance

protected KMedoidsPAM<V> makeInstance()

Description copied from class: AbstractParameterizer

Make an instance after successful configuration.

Specified by:

makeInstance in class AbstractParameterizer

Returns:

instance