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 | |
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. |
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. |
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: