ISmHierarchicalClusterAnalysis

Assembly: Stat;

Description

The ISmHierarchicalClusterAnalysis interface is used to work with parameters of the hierarchical cluster analysis.

Inheritance Hierarchy

          IStatMethod

          ISmHierarchicalClusterAnalysis

Comments

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.

Properties

  Property name Brief description
ClusterCount The ClusterCount property determines the number of clusters to which the set of objects is to be divided.
ClusterLink The ClusterLink property determines the method of calculating distance between clusters.
Clusters The Clusters method returns clusters order.
ClustersCompositionOrder The ClustersCompositionOrder property returns the order of cluster composition.
CreateDendrogram The CreateDendrogram property determines creating a dendrogram, calculating arrays of objects and distance between clusters.
DendrogramOrientation The DendrogramOrientation property determines a dendrogram orientation.
Distance The SlDistance property determines parameters of calculating distance between objects.
Dord The Dord property returns the distance between clusters at the moment of clustering.
HCStoppingCriterion The HCStoppingCriterion property determines the stopping criterion.
Iord The Iord property returns objects in the order in which a dendrogram was created.
Membership The Membership property returns whether an object belongs to clusters.
MissingData The MissingData property returns missing data treatment method parameters.
Objects The Objects property determines the factors' list.
ThresholdClusterDistance The ThresholdClusterDistance property determines threshold value for distances between clusters.

Properties inherited from IStatMethod

  Property name Brief description
DisplayName The DisplayName property returns the displayed method name.
ErrorByStatus The ErrorByStatus property returns an error message by the error number.
Errors The Errors property returns a message with all the errors and warnings.
Name The Name property returns the internal method name.
PerformanceTime The PerformanceTime property returns method execution time.
Status The Status property returns the method execution status.
SupportsR The SupportsR property returns whether statistical method can be calculated via R package.
UseR The UseR property determines whether statistical method is calculated via the R package.
WarningByStatus The WarningByStatus property returns a warning text by its number.
Warnings The Warnings property returns the warnings that occurred on method calculation.
WarningsCount The WarningsCount property returns the number of warnings that occurred on method calculation.
WarningsNumbers The WarningsNumbers property returns numbers of the warnings that occurred on method calculation.

Methods inherited from IStatMethod

  Method Name Brief description
Clone The Clone method clones a statistical method object.
Execute The Execute method executes a statistical method.
LoadFromXML The LoadFromXML method loads statistical method settings from XML code.
SaveToXML The SaveToXML method unloads statistical method settings to XML code.

See also:

Stat Assembly Interfaces | Hierarchical cluster analysis