ISmCART

The ISmCART interface is used to cope with classification task using binary tree building.

Inheritance Hierarchy

Comments

Trees are called binary because on splitting each tree node has only two descendents.

Properties

	Property name	Brief description
	CategoriesList	The CategoriesList property returns a list of categories for an explained series.
	ClassificationSummary	The ClassificationSummary property returns summary results of classification.
	Dependent	The Dependent property determines an explained series.
	ExplanatoriesCategorical	The ExplanatoriesCategorical property returns explanatory categorical series.
	ExplanatoriesContinuous	The ExplanatoriesContinuous property determines explanatory quantitative series.
	ExplanatoriesOrdered	The ExplanatoriesOrdered property determines explanatory ordinal series.
	FilledDependent	The FilledDependent property returns resulting classification.
	RelevanceMeasure	The RelevanceMeasure property returns binary classification quality criteria.
	ROCcurve	The ROCcurve property returns paramters of the ROC curve.
	Tree	The Tree property returns the created decision tree.
	TreeSizeSpecification	The TreeSizeSpecification property returns parameters describing tree size.

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.

Description