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

Class DOC.Parameterizer<V extends NumberVector>

java.lang.Object

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

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

All Implemented Interfaces:

Parameterizer

Enclosing class:

DOC<V extends NumberVector>

public static class DOC.Parameterizer<V extends NumberVector>
extends AbstractParameterizer

Parameterization class.

Author:

Florian Nuecke

Field Summary

Fields

Modifier and Type	Field and Description
protected double	alpha Relative density threshold parameter Alpha.
static OptionID	ALPHA_ID Relative density threshold parameter Alpha.
protected double	beta Balancing parameter for importance of points vs. dimensions
static OptionID	BETA_ID Balancing parameter for importance of points vs. dimensions
protected int	d_zero Stopping threshold for FastDOC.
static OptionID	D_ZERO_ID Stopping threshold for FastDOC.
protected boolean	heuristics Parameter to enable FastDOC heuristics.
static OptionID	HEURISTICS_ID Parameter to enable FastDOC heuristics.
protected RandomFactory	random Random seeding factory.
static OptionID	RANDOM_ID Random seeding parameter.
protected double	w Half width parameter.
static OptionID	W_ID Half width parameter.

Constructor Summary

Constructors

Constructor and Description
DOC.Parameterizer()

Method Summary

Methods

Modifier and Type	Method and Description
protected DOC<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.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

ALPHA_ID

public static final OptionID ALPHA_ID

Relative density threshold parameter Alpha.

BETA_ID

public static final OptionID BETA_ID

Balancing parameter for importance of points vs. dimensions

W_ID

public static final OptionID W_ID

Half width parameter.

HEURISTICS_ID

public static final OptionID HEURISTICS_ID

Parameter to enable FastDOC heuristics.

D_ZERO_ID

public static final OptionID D_ZERO_ID

Stopping threshold for FastDOC.

RANDOM_ID

public static final OptionID RANDOM_ID

Random seeding parameter.

alpha

protected double alpha

Relative density threshold parameter Alpha.

beta

protected double beta

Balancing parameter for importance of points vs. dimensions

w

protected double w

Half width parameter.

heuristics

protected boolean heuristics

Parameter to enable FastDOC heuristics.

d_zero

protected int d_zero

Stopping threshold for FastDOC.

random

protected RandomFactory random

Random seeding factory.

Constructor Detail

DOC.Parameterizer

public DOC.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 DOC<V> makeInstance()

Description copied from class: AbstractParameterizer

Make an instance after successful configuration.

Specified by:

makeInstance in class AbstractParameterizer

Returns:

instance