DCor |
Distance correlation.
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Dependence |
Measure the dependence of two variables.
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HiCSDependence |
Use the statistical tests as used by HiCS to measure dependence of variables.
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HoeffdingsD |
Calculate Hoeffding's D as a measure of dependence.
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HoughSpaceMeasure |
HSM: Compute the "interestingness" of dimension connections using the Hough
transformation.
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JensenShannonEquiwidthDependence |
Jensen-Shannon Divergence is closely related to mutual information.
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MaximumConditionalEntropy |
Compute a mutual information based dependence measure using a nested means
discretization, originally proposed for ordering axes in parallel coordinate
plots.
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MCDEDependence |
Implementation of bivariate Monte Carlo Density Estimation as described in
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MutualInformationEquiwidthDependence |
Mutual Information (MI) dependence measure by dividing each attribute into
equal-width bins.
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PearsonCorrelationDependence |
Pearson product-moment correlation coefficient.
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SlopeDependence |
Arrange dimensions based on the entropy of the slope spectrum.
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SlopeInversionDependence |
Arrange dimensions based on the entropy of the slope spectrum.
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SpearmanCorrelationDependence |
Spearman rank-correlation coefficient, also known as Spearmans Rho.
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SURFINGDependence |
Compute the similarity of dimensions using the SURFING score.
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