| 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 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. 
 | 
Copyright © 2019 ELKI Development Team. License information.