ISmDiscriminantAnalysis

Assembly: Stat;

Namespace: Prognoz.Platform.Interop.Stat;

Description

The ISmDiscriminantAnalysis interface is used for data mining using the Discriminatory Analysis method.

Inheritance Hierarchy

          IStatMethod

          IStatMethodValid

          IDataMining

          ISmDiscriminantAnalysis

Comments

This method finds a linear combination of variables which best separate (discriminate) two or more classes.

Properties

	Property name	Brief description
	ClassCount	The ClassCount property returns the number of classes obtained as the result of method calculation.
	ClassificationSummary	The ClassificationSummary property returns summary classification matrix.
	EigenValues	The EigenValues property returns the eigenvalues.
	FinallyExplained	The FinallyExplained property returns summary classification of the objects.
	FishersFuncs	The FishersFuncs property returns Fisher functions.
	NonStdDiscriminantFuncs	The NonStdDiscriminantFuncs property returns non-standardized coefficients of canonical discriminant functions.
	PooledWithinCorrelation	The PooledWithinCorrelation property returns pooled intraclass correlation forn each explanatory series.
	PooledWithinCovariance	The PooledWithinCovariance property returns pooled intraclass covariance for each of the explanatory series.
	RelevanceMeasure	The RelevanceMeasure property returns binary classification quality criteria.
	StdDiscriminantFuncs	The StdDiscriminantFuncs property returns standardized coefficients of canonical discriminant functions.
	StructuralMatrix	The StructuralMatrix property returns the structural matrix.
	TotalAverage	The TotalAverage property returns the total average for each of the explanatory series.
	TotalCorrelation	The TotalCorrelation property returns total correlation for each of the explanatory series.
	TotalCovariance	The TotalCovariance property returns total covariance for each of the explanatory series.
	TotalStdDev	The TotalStdDev property returns common standard deviation for each of the explanatory series.
	WilkesStatistics	The WilkesStatistics property returns the Wilkes statistics.
	WithinAverage	The WithinAverage property returns intraclass average for each of the explanatory series.
	WithinCorrelation	The WithinCorrelation property returns intraclass correlation for each of the explanatory series.
	WithinCovariance	The WithinCovariance property returns intraclass covariance for each of the explanatory series.
	WithinStdDev	The WithinStdDev property returns intraclass standard deviation for each of the explanatory series.

Properties inherited from IDataMining

	Property name	Brief description
	Dependent	The Dependent property returns explained series.
	Explained	Outdated. Use IDataMining.Dependent.
	Explanatories	The Explanatories property returns a collection of classification attributes.
	FilledDependent	The FilledDependent property returns a series with calculation results.

Properties inherited from IStatMethodValid

	Property name	Brief description
	CrossValidation	The CrossValidation property returns cross-validation settings.
	PerformanceScores	The PerformanceScores property returns cross-validation results.

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 IStatMethodValid

	Method name	Brief description
	ExecuteValidation	The ExecuteValidation method executes cross-validation.

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 | Discriminatory Analysis