Package elki.math.linearalgebra.pca

Class AutotuningPCA.Par

java.lang.Object

elki.math.linearalgebra.pca.PCARunner.Par

elki.math.linearalgebra.pca.AutotuningPCA.Par

All Implemented Interfaces:

Parameterizer

Enclosing class:

AutotuningPCA

public static class AutotuningPCA.Par
extends PCARunner.Par

Parameterization class.

Author:

Erich Schubert

Field Summary

Fields

Modifier and Type	Field	Description
private EigenPairFilter	filter	Filter to select eigenvectors.
static OptionID	PCA_EIGENPAIR_FILTER	Parameter for filtering eigenvectors.

Fields inherited from class elki.math.linearalgebra.pca.PCARunner.Par

covarianceMatrixBuilder, PCA_COVARIANCE_MATRIX, PCARUNNER_ID

Constructor Summary

Constructors

Constructor	Description
Par()

Method Summary

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

PCA_EIGENPAIR_FILTER

public static final OptionID PCA_EIGENPAIR_FILTER

Parameter for filtering eigenvectors.

filter

private EigenPairFilter filter

Filter to select 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

Overrides:

configure in class PCARunner.Par

Parameters:

config - Parameterization

make

public AutotuningPCA 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

Overrides:

make in class PCARunner.Par

Returns:

a new instance