Package | Description |
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de.lmu.ifi.dbs.elki.math.statistics.dependence |
Statistical measures of dependence, such as correlation
|
Modifier and Type | Class and Description |
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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.