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

Class PROCLUS.Parameterizer<V extends NumberVector>

java.lang.Object

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

de.lmu.ifi.dbs.elki.algorithm.clustering.AbstractProjectedClustering.Parameterizer

de.lmu.ifi.dbs.elki.algorithm.clustering.subspace.PROCLUS.Parameterizer<V>

All Implemented Interfaces:

Parameterizer

Enclosing class:

PROCLUS<V extends NumberVector>

public static class PROCLUS.Parameterizer<V extends NumberVector>
extends AbstractProjectedClustering.Parameterizer

Parameterization class.

Author:

Erich Schubert

Field Summary

Fields

Modifier and Type	Field and Description
protected int	m_i Multiplier for the initial number of medoids.
static OptionID	M_I_ID Parameter to specify the multiplier for the initial number of medoids, must be an integer greater than 0.
protected RandomFactory	rnd Random generator
static OptionID	SEED_ID Parameter to specify the random generator seed.

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

k, k_i, K_I_ID, K_ID, l, L_ID

Constructor Summary

Constructors

Constructor and Description
Parameterizer()

Method Summary

Modifier and Type	Method and Description
protected PROCLUS<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.algorithm.clustering.AbstractProjectedClustering.Parameterizer

configK, configKI, configL

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

M_I_ID

public static final OptionID M_I_ID

Parameter to specify the multiplier for the initial number of medoids, must be an integer greater than 0.

Default value: 10

Key: -proclus.mi

SEED_ID

public static final OptionID SEED_ID

Parameter to specify the random generator seed.

m_i

protected int m_i

Multiplier for the initial number of medoids.

rnd

protected RandomFactory rnd

Random generator

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 AbstractParameterizer

Parameters:

config - Parameterization to add options to.

makeInstance

protected PROCLUS<V> makeInstance()

Description copied from class: AbstractParameterizer

Make an instance after successful configuration.

Specified by:

makeInstance in class AbstractParameterizer

Returns:

instance