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

Class ReferenceBasedOutlierDetection.Parameterizer

java.lang.Object

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

de.lmu.ifi.dbs.elki.algorithm.AbstractNumberVectorDistanceBasedAlgorithm.Parameterizer<NumberVector>

de.lmu.ifi.dbs.elki.algorithm.outlier.distance.ReferenceBasedOutlierDetection.Parameterizer

All Implemented Interfaces:

Parameterizer

Enclosing class:

ReferenceBasedOutlierDetection

public static class ReferenceBasedOutlierDetection.Parameterizer
extends AbstractNumberVectorDistanceBasedAlgorithm.Parameterizer<NumberVector>

Parameterization class.

Author:

Erich Schubert

Field Summary

Fields

Modifier and Type	Field and Description
private int	k Holds the value of K_ID.
static OptionID	K_ID Parameter to specify the number of nearest neighbors of an object, to be considered for computing its REFOD_SCORE, must be an integer greater than 1.
private ReferencePointsHeuristic	refp Stores the reference point strategy
static OptionID	REFP_ID Parameter for the reference points heuristic.

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

distanceFunction

Constructor Summary

Constructors

Constructor and Description
Parameterizer()

Method Summary

Modifier and Type	Method and Description
protected ReferenceBasedOutlierDetection	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

REFP_ID

public static final OptionID REFP_ID

Parameter for the reference points heuristic.

K_ID

public static final OptionID K_ID

Parameter to specify the number of nearest neighbors of an object, to be considered for computing its REFOD_SCORE, must be an integer greater than 1.

k

private int k

Holds the value of K_ID.

refp

private ReferencePointsHeuristic refp

Stores the reference point strategy

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 AbstractNumberVectorDistanceBasedAlgorithm.Parameterizer<NumberVector>

Parameters:

config - Parameterization to add options to.

makeInstance

protected ReferenceBasedOutlierDetection makeInstance()

Description copied from class: AbstractParameterizer

Make an instance after successful configuration.

Specified by:

makeInstance in class AbstractParameterizer

Returns:

instance