Package elki.clustering.kmedoids

Class CLARA.Par<V>

java.lang.Object

elki.clustering.kmedoids.PAM.Par<V>

elki.clustering.kmedoids.CLARA.Par<V>

All Implemented Interfaces:

Parameterizer

Enclosing class:

CLARA<V>

public static class CLARA.Par<V>
extends PAM.Par<V>

Parameterization class.

Author:

Erich Schubert

Field Summary

Fields

Modifier and Type	Field	Description
(package private) boolean	keepmed	Keep the previous medoids in the sample.
static OptionID	NOKEEPMED_ID	Draw independent samples.
(package private) int	numsamples	Number of samples to draw (i.e. iterations).
static OptionID	NUMSAMPLES_ID	The number of samples to run.
(package private) RandomFactory	random	Random factory for initialization.
static OptionID	RANDOM_ID	Random generator.
static OptionID	SAMPLESIZE_ID	The sample size.
(package private) double	sampling	Sampling rate.

Fields inherited from class elki.clustering.kmedoids.PAM.Par

distance, initializer, k, maxiter

Constructor Summary

Constructors

Constructor	Description
Par()

Method Summary

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

Methods inherited from class elki.clustering.kmedoids.PAM.Par

defaultInitializer

Methods inherited from class java.lang.Object

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

Field Detail

NUMSAMPLES_ID

public static final OptionID NUMSAMPLES_ID

The number of samples to run.

SAMPLESIZE_ID

public static final OptionID SAMPLESIZE_ID

The sample size.

NOKEEPMED_ID

public static final OptionID NOKEEPMED_ID

Draw independent samples.

RANDOM_ID

public static final OptionID RANDOM_ID

Random generator.

sampling

double sampling

Sampling rate. If less than 1, it is considered to be a relative value.

numsamples

int numsamples

Number of samples to draw (i.e. iterations).

keepmed

boolean keepmed

Keep the previous medoids in the sample.

random

RandomFactory random

Random factory for initialization.

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 PAM.Par<V>

Parameters:

config - Parameterization

make

public CLARA<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

Overrides:

make in class PAM.Par<V>

Returns:

a new instance