ISmHighlightExceptions

Assembly: Stat;

Namespace: Prognoz.Platform.Interop.Stat;

Description

The ISmHighlightExceptions interface is used for data mining using the Exception Search method.

Inheritance Hierarchy

          IStatMethod

          ISmHighlightExceptions

Comments

This analysis determines exceptionality degree for each feature of each object based on the entire data population and values of other features. The objects can be ranked by exceptionality according to obtained characteristics.

Properties

	Property name	Brief description
	Data	The Data property determines source data.
	ExceptionLevels	The ExceptionLevels property returns an array of exceptionality levels for observations (based on all the characteristics).
	HEDistance	The HEDistance property determines the method of calculating Mahalanobis distances.
	Indexes	The Indexes property returns indexes of the characteristics that have the maximum exceptionality level.
	IsContinuousData	The IsContinuousData property determines whether data is quantitative or categorical.
	MahalanobisDistances	The MahalanobisDistances property returns a series of Mahalanobis distances.
	MedianDeviationFraction	The MedianDeviationFraction property determines a share of median deviation.
	MissingData	The MissingData property determines the missing data treatment method to be applied to the source data.

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 Interfaces | Exceptions analysis | Exceptions search