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

Class KMedoidsFastPAM.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>

de.lmu.ifi.dbs.elki.algorithm.clustering.kmeans.KMedoidsFastPAM1.Parameterizer<V>

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

All Implemented Interfaces:

Parameterizer

Direct Known Subclasses:

FastCLARA.Parameterizer

Enclosing class:

KMedoidsFastPAM<V>

public static class KMedoidsFastPAM.Parameterizer<V>
extends KMedoidsFastPAM1.Parameterizer<V>

Parameterization class.

Author:

Erich Schubert

Field Summary

Fields

Modifier and Type	Field and Description
protected double	fasttol Tolerance for fast swapping behavior (may perform worse swaps).
static OptionID	FASTTOL_ID Tolerance for performing additional swaps.

Fields inherited from class de.lmu.ifi.dbs.elki.algorithm.clustering.kmeans.KMedoidsPAM.Parameterizer

initializer, k, maxiter

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 KMedoidsFastPAM<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

FASTTOL_ID

public static final OptionID FASTTOL_ID

Tolerance for performing additional swaps.

fasttol

protected double fasttol

Tolerance for fast swapping behavior (may perform worse swaps).

Constructor Detail

Parameterizer

public Parameterizer()

Method Detail

defaultInitializer

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

Description copied from class: KMedoidsPAM.Parameterizer

Default initialization method.

Overrides:

defaultInitializer in class KMedoidsPAM.Parameterizer<V>

Returns:

Initialization method

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 KMedoidsPAM.Parameterizer<V>

Parameters:

config - Parameterization to add options to.

makeInstance

protected KMedoidsFastPAM<V> makeInstance()

Description copied from class: AbstractParameterizer

Make an instance after successful configuration.

Overrides:

makeInstance in class KMedoidsFastPAM1.Parameterizer<V>

Returns:

instance