SmHierarchicalClusterAnalysis

Description

The SmHierarchicalClusterAnalysis class implements algorithm of hierarchical cluster analysis.

Properties inherited from ISmHierarchicalClusterAnalysis

  Property name Brief description
The ClusterCount property determines the number of clusters to which the set of objects is to be divided.
The ClusterLink property determines the method of calculating distance between clusters.
The Clusters method returns clusters order.
The ClustersCompositionOrder property returns the order of cluster composition.
The CreateDendogram property determines whether a dendogram, arrays of objects and distances between clusters are to be created.
The Dendogram property returns a dendogram (array of characters).
The DendogramOrientation property determines dendogram orientation. The default orientation is East.
The SlDistance property determines parameters of calculating distance between objects.
The Dord property returns the distance between clusters at the moment of clustering.
The HCStoppingCriterion property determines stopping criterion.
The Iord property returns objects in the order of dendogram creation.
The Membership property returns whether an object belongs to clusters.
The MissingData property returns missing data treatment method parameters.
The Objects property determines the factors' list.
The ThresholdClusterDistance property determines threshold value of the distance 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 at method calculation.

WarningsCount

The WarningsCount property returns the number of warnings that occurred at the method calculation.

WarningsNumbers

The WarningsNumbers property returns numbers of warnings that occurred at the 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 Classes