Package elki.clustering.kmeans

Class KDTreePruningKMeans.Par<V extends NumberVector>

java.lang.Object

elki.clustering.kmeans.AbstractKMeans.Par<V>

elki.clustering.kmeans.KDTreePruningKMeans.Par<V>

All Implemented Interfaces:

Parameterizer

Direct Known Subclasses:

KDTreeFilteringKMeans.Par

Enclosing class:

KDTreePruningKMeans<V extends NumberVector>

public static class KDTreePruningKMeans.Par<V extends NumberVector>
extends AbstractKMeans.Par<V>

Parameterization class.

Author:

Erich Schubert

Field Summary

Fields

Modifier and Type	Field	Description
protected int	leafsize	Desired leaf size.
static OptionID	LEAFSIZE_ID	Option ID for the leaf size.
protected KDTreePruningKMeans.Split	split	Splitting strategy.
static OptionID	SPLIT_ID	Option ID for the splitting strategy.

Fields inherited from class elki.clustering.kmeans.AbstractKMeans.Par

distance, initializer, k, maxiter, varstat

Constructor Summary

Constructors

Constructor	Description
Par()

Method Summary

Modifier and Type	Method	Description
void	configure(Parameterization config)	Configure the class.
KDTreePruningKMeans<V>	make()	Make an instance after successful configuration.

Methods inherited from class elki.clustering.kmeans.AbstractKMeans.Par

getParameterDistance, getParameterInitialization, getParameterK, getParameterMaxIter, getParameterVarstat, needsMetric

Methods inherited from class java.lang.Object

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

Field Detail

SPLIT_ID

public static final OptionID SPLIT_ID

Option ID for the splitting strategy.

LEAFSIZE_ID

public static final OptionID LEAFSIZE_ID

Option ID for the leaf size.

split

protected KDTreePruningKMeans.Split split

Splitting strategy.

leafsize

protected int leafsize

Desired leaf size.

Constructor Detail

Par

public Par()

Method Detail

configure

public void configure(Parameterization config)

Description copied from interface: Parameterizer

Configure 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:

configure in interface Parameterizer

Overrides:

configure in class AbstractKMeans.Par<V extends NumberVector>

Parameters:

config - Parameterization

make

public KDTreePruningKMeans<V> make()

Description copied from interface: Parameterizer

Make an instance after successful configuration.

Note: your class should return the exact type, only this very broad interface should use Object as return type.

Specified by:

make in interface Parameterizer

Specified by:

make in class AbstractKMeans.Par<V extends NumberVector>

Returns:

a new instance