Package elki.outlier

Class SimpleCOP.Par<V extends NumberVector>

java.lang.Object

elki.outlier.SimpleCOP.Par<V>

All Implemented Interfaces:

Parameterizer

Enclosing class:

SimpleCOP<V extends NumberVector>

public static class SimpleCOP.Par<V extends NumberVector>
extends java.lang.Object
implements Parameterizer

Parameterization class.

Author:

Erich Schubert

Field Summary

Fields

Modifier and Type	Field	Description
protected Distance<? super V>	distance	The distance function to use.
protected EigenPairFilter	filter	Filter for selecting eigenvectors.
protected 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.

Constructor Summary

Constructors

Constructor	Description
Par()

Method Summary

Modifier and Type	Method	Description
void	configure(Parameterization config)	Configure the class.
SimpleCOP<V>	make()	Make an instance after successful configuration.

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.

distance

protected Distance<? super V extends NumberVector> distance

The distance function to use.

k

protected int k

Number of neighbors to be considered.

pca

protected PCARunner pca

Holds the object performing the dependency derivation

filter

protected EigenPairFilter filter

Filter for selecting eigenvectors.

Constructor Detail

Par

public Par()

Method Detail

configure

public void configure(Parameterization config)

Description copied from interface: Parameterizer

Configure the class.

Note: the status is collected by the parameterization object, so that multiple errors may arise and be reported in one run.

Specified by:

configure in interface Parameterizer

Parameters:

config - Parameterization

make

public SimpleCOP<V> make()

Description copied from interface: Parameterizer

Make an instance after successful configuration.

Note: your class should return the exact type, only this very broad interface should use Object as return type.

Specified by:

make in interface Parameterizer

Returns:

a new instance