ISmBinning

Assembly: Stat;

Description

The ISmBinning interface is used to work with the Binning procedure.

Inheritance Hierarchy

          IStatMethod

          ISmBinning

Comments

Binning is a procedure of data preparation for data mining methods working with categorical data.

The method idea is that input array of numerical data is split into specified number of ranges according to the specified splitting rules. Obtained ranges are further used in data mining analysis as single categories.

Properties

  Property name Brief description
Categories

The Categories property returns results of the Binning procedure execution.
Settings The Settings property returns parameters of the Binning procedure.
Values

The Values property returns initial array of vectors.

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.

See also:

Stat Assembly Interfaces