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

Class SimpleCOP.Parameterizer<V extends NumberVector>

java.lang.Object

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

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

de.lmu.ifi.dbs.elki.algorithm.outlier.SimpleCOP.Parameterizer<V>

All Implemented Interfaces:

Parameterizer

Enclosing class:

SimpleCOP<V extends NumberVector>

public static class SimpleCOP.Parameterizer<V extends NumberVector>
extends AbstractDistanceBasedAlgorithm.Parameterizer<V>

Parameterization class.

Author:

Erich Schubert

Field Summary

Fields

Modifier and Type	Field and Description
private EigenPairFilter	filter Filter for selecting eigenvectors.
(package private) int	k Number of neighbors to be considered.
static OptionID	K_ID Parameter to specify the number of nearest neighbors of an object to be considered for computing its COP_SCORE, must be an integer greater than 0.
protected PCARunner	pca Holds the object performing the dependency derivation
static OptionID	PCARUNNER_ID Parameter for the PCA runner class.

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 SimpleCOP<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

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 COP_SCORE, must be an integer greater than 0.

PCARUNNER_ID

public static final OptionID PCARUNNER_ID

Parameter for the PCA runner class.

k

int k

Number of neighbors to be considered.

pca

protected PCARunner pca

Holds the object performing the dependency derivation

filter

private EigenPairFilter filter

Filter for selecting eigenvectors.

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<V extends NumberVector>

Parameters:

config - Parameterization to add options to.

makeInstance

protected SimpleCOP<V> makeInstance()

Description copied from class: AbstractParameterizer

Make an instance after successful configuration.

Specified by:

makeInstance in class AbstractParameterizer

Returns:

instance