de.lmu.ifi.dbs.elki.evaluation.clustering.internal

Class EvaluateSilhouette.Parameterizer<O>

java.lang.Object

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

de.lmu.ifi.dbs.elki.evaluation.clustering.internal.EvaluateSilhouette.Parameterizer<O>

All Implemented Interfaces:

Parameterizer

Enclosing class:

EvaluateSilhouette<O>

public static class EvaluateSilhouette.Parameterizer<O>
extends AbstractParameterizer

Parameterization class.

Author:

Erich Schubert

Field Summary

Fields

Modifier and Type	Field and Description
private DistanceFunction<? super O>	distance Distance function to use.
static OptionID	DISTANCE_ID Parameter for choosing the distance function.
static OptionID	NO_PENALIZE_ID Do not penalize ignored noise.
static OptionID	NOISE_ID Parameter to treat noise as a single cluster.
private NoiseHandling	noiseOption Noise handling
private boolean	penalize Penalize noise, if NoiseHandling.IGNORE_NOISE is set.

Constructor Summary

Constructors

Constructor and Description
EvaluateSilhouette.Parameterizer()

Method Summary

Methods

Modifier and Type	Method and Description
protected EvaluateSilhouette<O>	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

DISTANCE_ID

public static final OptionID DISTANCE_ID

Parameter for choosing the distance function.

NOISE_ID

public static final OptionID NOISE_ID

Parameter to treat noise as a single cluster.

NO_PENALIZE_ID

public static final OptionID NO_PENALIZE_ID

Do not penalize ignored noise.

distance

private DistanceFunction<? super O> distance

Distance function to use.

noiseOption

private NoiseHandling noiseOption

Noise handling

penalize

private boolean penalize

Penalize noise, if NoiseHandling.IGNORE_NOISE is set.

Constructor Detail

EvaluateSilhouette.Parameterizer

public EvaluateSilhouette.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 EvaluateSilhouette<O> makeInstance()

Description copied from class: AbstractParameterizer

Make an instance after successful configuration.

Specified by:

makeInstance in class AbstractParameterizer

Returns:

instance