SmHighlightExceptions

Assembly: Stat;

Description

The SmHighlightExceptions class is used for data mining using the Exception Search method.

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.

Class object properties inherited from ISmHighlightExceptions

  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.

Class object 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 of class object 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