Assembly: Stat;
The ISmHighlightExceptions interface is used for data mining using the Exception Search method.
ISmHighlightExceptions
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.
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. |
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:
Stat Assembly Interfaces | Exceptions analysis | Exceptions search