Package elki.outlier.subspace

Class SOD.Par<V extends NumberVector>

java.lang.Object

elki.outlier.subspace.SOD.Par<V>

All Implemented Interfaces:

Parameterizer

Enclosing class:

SOD<V extends NumberVector>

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

Parameterization class.

Author:

Erich Schubert

Field Summary

Fields

Modifier and Type	Field	Description
private double	alpha	Alpha (discriminance value).
static OptionID	ALPHA_ID	Parameter to indicate the multiplier for the discriminance value for discerning small from large variances.
private int	knn	Neighborhood size.
static OptionID	KNN_ID	Parameter to specify the number of shared nearest neighbors to be considered for learning the subspace properties, must be an integer greater than 0.
private boolean	models	Track models.
static OptionID	MODELS_ID	Parameter for keeping the models.
static OptionID	SIM_ID	Parameter for the similarity function.
private Similarity<V>	similarityFunction	The similarity function.

Constructor Summary

Constructors

Constructor	Description
Par()

Method Summary

Modifier and Type	Method	Description
void	configure(Parameterization config)	Configure the class.
SOD<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

KNN_ID

public static final OptionID KNN_ID

Parameter to specify the number of shared nearest neighbors to be considered for learning the subspace properties, must be an integer greater than 0.

ALPHA_ID

public static final OptionID ALPHA_ID

Parameter to indicate the multiplier for the discriminance value for discerning small from large variances.

SIM_ID

public static final OptionID SIM_ID

Parameter for the similarity function.

MODELS_ID

public static final OptionID MODELS_ID

Parameter for keeping the models.

knn

private int knn

Neighborhood size.

alpha

private double alpha

Alpha (discriminance value).

similarityFunction

private Similarity<V extends NumberVector> similarityFunction

The similarity function.

models

private boolean models

Track models.

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 SOD<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