Uses of Class
elki.math.linearalgebra.pca.PCARunner

Packages that use PCARunner

Package	Description
elki.algorithm	Miscellaneous algorithms.
elki.clustering.correlation	Correlation clustering algorithms.
elki.clustering.dbscan.predicates	Neighbor and core predicated for Generalized DBSCAN.
elki.math.linearalgebra.pca	Principal Component Analysis (PCA) and eigenvector processing.
elki.math.statistics.intrinsicdimensionality	Methods for estimating the intrinsic dimensionality.
elki.outlier	Outlier detection algorithms.

Uses of PCARunner in elki.algorithm

Fields in elki.algorithm declared as PCARunner

Modifier and Type	Field	Description
protected PCARunner	DependencyDerivator.Par.pca	Class to compute PCA with
private PCARunner	DependencyDerivator.pca	Holds the object performing the pca.

Constructors in elki.algorithm with parameters of type PCARunner

Constructor	Description
DependencyDerivator(NumberVectorDistance<? super V> distance, java.text.NumberFormat nf, PCARunner pca, EigenPairFilter filter, int sampleSize, boolean randomsample)	Constructor.

Uses of PCARunner in elki.clustering.correlation

Fields in elki.clustering.correlation declared as PCARunner

Modifier and Type	Field	Description
PCARunner	COPAC.Settings.pca	Class to compute PCA.
PCARunner	ERiC.Settings.pca	Class to compute PCA.
protected PCARunner	HiCO.Par.pca	PCA utility object.
private PCARunner	HiCO.pca	PCA utility object.
protected PCARunner	ORCLUS.Par.pca	PCA procedure
private PCARunner	ORCLUS.pca	The PCA utility object.

Constructors in elki.clustering.correlation with parameters of type PCARunner

Constructor	Description
HiCO(int k, PCARunner pca, double alpha, int mu, double delta)	Constructor.
ORCLUS(int k, int k_i, int l, double alpha, RandomFactory rnd, PCARunner pca)	Java constructor.

Uses of PCARunner in elki.clustering.dbscan.predicates

Fields in elki.clustering.dbscan.predicates declared as PCARunner

Modifier and Type	Field	Description
private PCARunner	FourCNeighborPredicate.pca	The Filtered PCA Runner

Uses of PCARunner in elki.math.linearalgebra.pca

Subclasses of PCARunner in elki.math.linearalgebra.pca

Modifier and Type	Class	Description
class	AutotuningPCA	Performs a self-tuning local PCA based on the covariance matrices of given objects.

Methods in elki.math.linearalgebra.pca that return PCARunner

Modifier and Type	Method	Description
PCARunner	PCARunner.Par.make()

Uses of PCARunner in elki.math.statistics.intrinsicdimensionality

Fields in elki.math.statistics.intrinsicdimensionality declared as PCARunner

Modifier and Type	Field	Description
protected PCARunner	LPCAEstimator.pcaRunner	Class to perform PCA

Uses of PCARunner in elki.outlier

Fields in elki.outlier declared as PCARunner

Modifier and Type	Field	Description
(package private) PCARunner	COP.Par.pca	Holds the object performing the dependency derivation.
protected PCARunner	COP.pca	Holds the PCA runner.
protected PCARunner	SimpleCOP.Par.pca	Holds the object performing the dependency derivation

Constructors in elki.outlier with parameters of type PCARunner

Constructor	Description
COP(Distance<? super V> distance, int k, PCARunner pca, double expect, COP.DistanceDist dist, boolean models)	Constructor.
SimpleCOP(Distance<? super V> distance, int k, PCARunner pca, EigenPairFilter filter)	Constructor.