Uses of Class
de.lmu.ifi.dbs.elki.math.linearalgebra.pca.PCARunner

Packages that use PCARunner

Package	Description
de.lmu.ifi.dbs.elki.algorithm	Algorithms suitable as a task for the KDDTask main routine.
de.lmu.ifi.dbs.elki.algorithm.clustering.correlation	Correlation clustering algorithms
de.lmu.ifi.dbs.elki.algorithm.clustering.gdbscan	Generalized DBSCAN Generalized DBSCAN is an abstraction of the original DBSCAN idea, that allows the use of arbitrary "neighborhood" and "core point" predicates.
de.lmu.ifi.dbs.elki.algorithm.outlier	Outlier detection algorithms
de.lmu.ifi.dbs.elki.index.preprocessed.localpca	Index using a preprocessed local PCA
de.lmu.ifi.dbs.elki.math.linearalgebra.pca	Principal Component Analysis (PCA) and Eigenvector processing

Uses of PCARunner in de.lmu.ifi.dbs.elki.algorithm

Fields in de.lmu.ifi.dbs.elki.algorithm declared as PCARunner

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

Constructors in de.lmu.ifi.dbs.elki.algorithm with parameters of type PCARunner

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

Uses of PCARunner in de.lmu.ifi.dbs.elki.algorithm.clustering.correlation

Fields in de.lmu.ifi.dbs.elki.algorithm.clustering.correlation declared as PCARunner

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

Constructors in de.lmu.ifi.dbs.elki.algorithm.clustering.correlation with parameters of type PCARunner

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

Uses of PCARunner in de.lmu.ifi.dbs.elki.algorithm.clustering.gdbscan

Fields in de.lmu.ifi.dbs.elki.algorithm.clustering.gdbscan declared as PCARunner

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

Uses of PCARunner in de.lmu.ifi.dbs.elki.algorithm.outlier

Fields in de.lmu.ifi.dbs.elki.algorithm.outlier declared as PCARunner

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

Constructors in de.lmu.ifi.dbs.elki.algorithm.outlier with parameters of type PCARunner

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

Uses of PCARunner in de.lmu.ifi.dbs.elki.index.preprocessed.localpca

Fields in de.lmu.ifi.dbs.elki.index.preprocessed.localpca declared as PCARunner

Modifier and Type	Field and Description
protected PCARunner	AbstractFilteredPCAIndex.pca PCA utility object.
protected PCARunner	AbstractFilteredPCAIndex.Factory.pca PCA utility object.
protected PCARunner	AbstractFilteredPCAIndex.Factory.Parameterizer.pca PCA utility object.

Constructors in de.lmu.ifi.dbs.elki.index.preprocessed.localpca with parameters of type PCARunner

Constructor and Description
AbstractFilteredPCAIndex(Relation<NV> relation, PCARunner pca, EigenPairFilter filter) Constructor.
Factory(DistanceFunction<NV> pcaDistanceFunction, PCARunner pca, EigenPairFilter filter) Constructor.
Factory(DistanceFunction<V> pcaDistanceFunction, PCARunner pca, EigenPairFilter filter, int k) Constructor.
KNNQueryFilteredPCAIndex(Relation<NV> relation, PCARunner pca, EigenPairFilter filter, KNNQuery<NV> knnQuery, int k) Constructor.

Uses of PCARunner in de.lmu.ifi.dbs.elki.math.linearalgebra.pca

Subclasses of PCARunner in de.lmu.ifi.dbs.elki.math.linearalgebra.pca

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

Methods in de.lmu.ifi.dbs.elki.math.linearalgebra.pca that return PCARunner

Modifier and Type	Method and Description
protected PCARunner	PCARunner.Parameterizer.makeInstance()