## Uses of Classde.lmu.ifi.dbs.elki.math.statistics.dependence.AbstractDependenceMeasure

• Packages that use AbstractDependenceMeasure
Package Description
de.lmu.ifi.dbs.elki.math.statistics.dependence
Statistical measures of dependence, such as correlation
• ### Uses of AbstractDependenceMeasure in de.lmu.ifi.dbs.elki.math.statistics.dependence

Modifier and Type Class and Description
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.