Uses of Interface
elki.math.statistics.dependence.Dependence

Packages that use Dependence

Package	Description
elki.math.statistics.dependence	Statistical measures of dependence, such as correlation.
elki.visualization.parallel3d	3DPC: 3D parallel coordinate plot visualization for ELKI.
elki.visualization.parallel3d.layout	Layouting algorithms for 3D parallel coordinate plots.

Uses of Dependence in elki.math.statistics.dependence

Classes in elki.math.statistics.dependence that implement Dependence

Modifier and Type	Class	Description
class	DCor	Distance correlation.
class	HiCSDependence	Use the statistical tests as used by HiCS to measure dependence of variables.
class	HoeffdingsD	Calculate Hoeffding's D as a measure of dependence.
class	HoughSpaceMeasure	HSM: Compute the "interestingness" of dimension connections using the Hough transformation.
class	JensenShannonEquiwidthDependence	Jensen-Shannon Divergence is closely related to mutual information.
class	MaximumConditionalEntropy	Compute a mutual information based dependence measure using a nested means discretization, originally proposed for ordering axes in parallel coordinate plots.
class	MCDEDependence	Implementation of bivariate Monte Carlo Density Estimation as described in
class	MutualInformationEquiwidthDependence	Mutual Information (MI) dependence measure by dividing each attribute into equal-width bins.
class	PearsonCorrelationDependence	Pearson product-moment correlation coefficient.
class	SlopeDependence	Arrange dimensions based on the entropy of the slope spectrum.
class	SlopeInversionDependence	Arrange dimensions based on the entropy of the slope spectrum.
class	SpearmanCorrelationDependence	Spearman rank-correlation coefficient, also known as Spearmans Rho.
class	SURFINGDependence	Compute the similarity of dimensions using the SURFING score.

Uses of Dependence in elki.visualization.parallel3d

Fields in elki.visualization.parallel3d declared as Dependence

Modifier and Type	Field	Description
Dependence	OpenGL3DParallelCoordinates.Settings.sim	Similarity measure in use.

Uses of Dependence in elki.visualization.parallel3d.layout

Fields in elki.visualization.parallel3d.layout declared as Dependence

Modifier and Type	Field	Description
(package private) Dependence	AbstractLayout3DPC.Par.sim	Similarity measure
(package private) Dependence	AbstractLayout3DPC.sim	Similarity measure

Methods in elki.visualization.parallel3d.layout that return Dependence

Modifier and Type	Method	Description
Dependence	AbstractLayout3DPC.getSimilarity()
Dependence	SimilarityBasedLayouter3DPC.getSimilarity()	Get the similarity measure to use.

Methods in elki.visualization.parallel3d.layout with parameters of type Dependence

Modifier and Type	Method	Description
static double[]	AbstractLayout3DPC.computeSimilarityMatrix(Dependence sim, Relation<? extends NumberVector> rel)	Compute a column-wise dependency matrix for the given relation.

Constructors in elki.visualization.parallel3d.layout with parameters of type Dependence

Constructor	Description
AbstractLayout3DPC(Dependence sim)	Constructor.
CompactCircularMSTLayout3DPC(Dependence sim)	Constructor.
MultidimensionalScalingMSTLayout3DPC(Dependence sim)	Constructor.
SimpleCircularMSTLayout3DPC(Dependence sim)	Constructor.