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

Class LSDBC.Parameterizer<O extends NumberVector>

java.lang.Object

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

de.lmu.ifi.dbs.elki.algorithm.AbstractDistanceBasedAlgorithm.Parameterizer<O>

de.lmu.ifi.dbs.elki.algorithm.clustering.gdbscan.LSDBC.Parameterizer<O>

All Implemented Interfaces:

Parameterizer

Enclosing class:

LSDBC<O extends NumberVector>

public static class LSDBC.Parameterizer<O extends NumberVector>
extends AbstractDistanceBasedAlgorithm.Parameterizer<O>

Parameterization class

Author:

Erich Schubert

Field Summary

Fields

Modifier and Type	Field and Description
protected double	alpha Alpha parameter.
static OptionID	ALPHA_ID Parameter for the maximum density difference.
protected int	k kNN parameter.
static OptionID	K_ID Parameter for neighborhood size.

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 LSDBC<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

K_ID

public static final OptionID K_ID

Parameter for neighborhood size.

ALPHA_ID

public static final OptionID ALPHA_ID

Parameter for the maximum density difference.

k

protected int k

kNN parameter.

alpha

protected double alpha

Alpha parameter.

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 AbstractDistanceBasedAlgorithm.Parameterizer<O extends NumberVector>

Parameters:

config - Parameterization to add options to.

makeInstance

protected LSDBC<O> makeInstance()

Description copied from class: AbstractParameterizer

Make an instance after successful configuration.

Specified by:

makeInstance in class AbstractParameterizer

Returns:

instance