Assembly: Stat;
The SmBinning class is used to work with the Binning procedure.
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.
| 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. |
| 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: