de.lmu.ifi.dbs.elki.algorithm.outlier.meta

Class FeatureBagging.Parameterizer

java.lang.Object

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

de.lmu.ifi.dbs.elki.algorithm.outlier.meta.FeatureBagging.Parameterizer

All Implemented Interfaces:

Parameterizer

Enclosing class:

FeatureBagging

public static class FeatureBagging.Parameterizer
extends AbstractParameterizer

Parameterization class.

Author:

Erich Schubert

Field Summary

Fields

Modifier and Type	Field and Description
protected boolean	breadth Cumulative sum or breadth first combinations.
static OptionID	BREADTH_ID The flag for using the breadth first approach.
protected int	k The neighborhood size to use.
protected int	num Number of instances to use.
static OptionID	NUM_ID Parameter to specify the number of instances to use in the ensemble.
protected RandomFactory	rnd Random generator.
static OptionID	SEED_ID The parameter to specify the random seed.

Constructor Summary

Constructors

Constructor and Description
FeatureBagging.Parameterizer()

Method Summary

Methods

Modifier and Type	Method and Description
protected FeatureBagging	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

NUM_ID

public static final OptionID NUM_ID

Parameter to specify the number of instances to use in the ensemble.

Key: -fbagging.num

BREADTH_ID

public static final OptionID BREADTH_ID

The flag for using the breadth first approach.

Key: -fbagging.breadth

SEED_ID

public static final OptionID SEED_ID

The parameter to specify the random seed.

Key: -fbagging.seed

k

protected int k

The neighborhood size to use.

num

protected int num

Number of instances to use.

breadth

protected boolean breadth

Cumulative sum or breadth first combinations.

rnd

protected RandomFactory rnd

Random generator.

Constructor Detail

FeatureBagging.Parameterizer

public FeatureBagging.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 FeatureBagging makeInstance()

Description copied from class: AbstractParameterizer

Make an instance after successful configuration.

Specified by:

makeInstance in class AbstractParameterizer

Returns:

instance