Package  Description 

de.lmu.ifi.dbs.elki.math.statistics.dependence 
Statistical measures of dependence, such as correlation

Modifier and Type  Class and Description 

class 
CorrelationDependenceMeasure
Pearson productmoment 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
JensenShannon 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
equalwidth 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 rankcorrelation coefficient, also known as Spearmans Rho.

class 
SURFINGDependenceMeasure
Compute the similarity of dimensions using the SURFING score.

Copyright © 2019 ELKI Development Team. License information.