Stat Assembly > Stat Assembly Interfaces > ISmHierarchicalClusterAnalysis
Assembly: Stat;
The ISmHierarchicalClusterAnalysis interface is used to work with parameters of the hierarchical cluster analysis.
ISmHierarchicalClusterAnalysis
Hierarchical cluster analysis is a method of dividing a set of multidimensional objects into homogenous groups. This is an agglomerative method. Agglomerative methods unite separate objects into clusters one by one.
| Property name | Brief description | |
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ClusterCount | The ClusterCount property determines the number of clusters to which the set of objects is to be divided. |
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ClusterLink | The ClusterLink property determines the method of calculating distance between clusters. |
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Clusters | The Clusters method returns clusters order. |
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ClustersCompositionOrder | The ClustersCompositionOrder property returns the order of cluster composition. |
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CreateDendrogram | The CreateDendrogram property determines creating a dendrogram, calculating arrays of objects and distance between clusters. |
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DendrogramOrientation | The DendrogramOrientation property determines a dendrogram orientation. |
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Distance | The SlDistance property determines parameters of calculating distance between objects. |
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Dord | The Dord property returns the distance between clusters at the moment of clustering. |
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HCStoppingCriterion | The HCStoppingCriterion property determines the stopping criterion. |
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Iord | The Iord property returns objects in the order in which a dendrogram was created. |
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Membership | The Membership property returns whether an object belongs to clusters. |
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MissingData | The MissingData property returns missing data treatment method parameters. |
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Objects | The Objects property determines the factors' list. |
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ThresholdClusterDistance | The ThresholdClusterDistance property determines threshold value for distances between clusters. |
| Property name | Brief description | |
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DisplayName | The DisplayName property returns the displayed method name. |
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ErrorByStatus | The ErrorByStatus property returns an error message by the error number. |
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Errors | The Errors property returns a message with all the errors and warnings. |
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Name | The Name property returns the internal method name. |
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PerformanceTime | The PerformanceTime property returns method execution time. |
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Status | The Status property returns the method execution status. |
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SupportsR | The SupportsR property returns whether statistical method can be calculated via R package. |
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UseR | The UseR property determines whether statistical method is calculated via the R package. |
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WarningByStatus | The WarningByStatus property returns a warning text by its number. |
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Warnings | The Warnings property returns the warnings that occurred on method calculation. |
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WarningsCount | The WarningsCount property returns the number of warnings that occurred on method calculation. |
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WarningsNumbers | The WarningsNumbers property returns numbers of the warnings that occurred on method calculation. |
| Method Name | Brief description | |
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Clone | The Clone method clones a statistical method object. |
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Execute | The Execute method executes a statistical method. |
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LoadFromXML | The LoadFromXML method loads statistical method settings from XML code. |
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SaveToXML | The SaveToXML method unloads statistical method settings to XML code. |
See also:
Stat Assembly Interfaces | Hierarchical cluster analysis
