Uses of Interface
de.lmu.ifi.dbs.elki.math.statistics.dependence.DependenceMeasure

Packages that use DependenceMeasure

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

Uses of DependenceMeasure in de.lmu.ifi.dbs.elki.math.statistics.dependence

Classes in de.lmu.ifi.dbs.elki.math.statistics.dependence that implement DependenceMeasure

Modifier and Type	Class and Description
class	AbstractDependenceMeasure Abstract base class for dependence measures.
class	CorrelationDependenceMeasure Pearson product-moment correlation coefficient.
class	DistanceCorrelationDependenceMeasure Distance correlation.
class	HiCSDependenceMeasure Use the statistical tests as used by HiCS to measure dependence of variables.
class	HoeffdingsDDependenceMeasure Calculate Hoeffding's D as a measure of dependence.
class	HSMDependenceMeasure Compute the "interestingness" of dimension connections using the hough transformation.
class	JensenShannonEquiwidthDependenceMeasure Jensen-Shannon Divergence is closely related to mutual information.
class	MCEDependenceMeasure Compute a mutual information based dependence measure using a nested means discretization, originally proposed for ordering axes in parallel coordinate plots.
class	MutualInformationEquiwidthDependenceMeasure Mutual Information (MI) dependence measure by dividing each attribute into equal-width bins.
class	SlopeDependenceMeasure Arrange dimensions based on the entropy of the slope spectrum.
class	SlopeInversionDependenceMeasure Arrange dimensions based on the entropy of the slope spectrum.
class	SpearmanCorrelationDependenceMeasure Spearman rank-correlation coefficient, also known as Spearmans Rho.
class	SURFINGDependenceMeasure Compute the similarity of dimensions using the SURFING score.

Uses of DependenceMeasure in de.lmu.ifi.dbs.elki.visualization.parallel3d

Fields in de.lmu.ifi.dbs.elki.visualization.parallel3d declared as DependenceMeasure

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

Uses of DependenceMeasure in de.lmu.ifi.dbs.elki.visualization.parallel3d.layout

Fields in de.lmu.ifi.dbs.elki.visualization.parallel3d.layout declared as DependenceMeasure

Modifier and Type	Field and Description
(package private) DependenceMeasure	AbstractLayout3DPC.sim Similarity measure
(package private) DependenceMeasure	AbstractLayout3DPC.Parameterizer.sim Similarity measure

Methods in de.lmu.ifi.dbs.elki.visualization.parallel3d.layout that return DependenceMeasure

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

Methods in de.lmu.ifi.dbs.elki.visualization.parallel3d.layout with parameters of type DependenceMeasure

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

Constructors in de.lmu.ifi.dbs.elki.visualization.parallel3d.layout with parameters of type DependenceMeasure

Constructor and Description
AbstractLayout3DPC(DependenceMeasure sim) Constructor.
CompactCircularMSTLayout3DPC(DependenceMeasure sim) Constructor.
MultidimensionalScalingMSTLayout3DPC(DependenceMeasure sim) Constructor.
SimpleCircularMSTLayout3DPC(DependenceMeasure sim) Constructor.