Stat Assembly > Stat Assembly Interfaces > IDataMining
Assembly: Stat;
The IDataMining interface is used to work with data mining methods.
IDataMining
Data Mining is a process of revealing hidden facts and interrelations in large data arrays. The obtained data can be used for decision making in various fields of human activity.
| Property name | Brief description | |
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Dependent | The Dependent property returns the explained series. |
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Explanatories | The Explanatories property returns the collection of classification factors. |
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FilledDependent | The FilledDependent property returns the series with calculation results. |
| Property name | Brief description | |
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CrossValidation | The CrossValidation property returns cross-validation settings. |
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PerformanceScores | The PerformanceScores property returns cross-validation results. |
| Property name | Brief description | |
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DisplayName | The DisplayName property returns the displayed method name. |
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ErrorByStatus | The ErrorByStatus property returns an error message by the error number. |
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Errors | The Errors property returns a message with all the errors and warnings. |
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Name | The Name property returns the internal method name. |
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PerformanceTime | The PerformanceTime property returns method execution time. |
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Status | The Status property returns the method execution status. |
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SupportsR | The SupportsR property returns whether statistical method can be calculated via R package. |
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UseR | The UseR property determines whether statistical method is calculated via the R package. |
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WarningByStatus | The WarningByStatus property returns a warning text by its number. |
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Warnings | The Warnings property returns the warnings that occurred on method calculation. |
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WarningsCount | The WarningsCount property returns the number of warnings that occurred on method calculation. |
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WarningsNumbers | The WarningsNumbers property returns numbers of the warnings that occurred on method calculation. |
| Method name | Brief description | |
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ExecuteValidation | The ExecuteValidation method executes cross-validation. |
| Method Name | Brief description | |
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Clone | The Clone method clones a statistical method object. |
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Execute | The Execute method executes a statistical method. |
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LoadFromXML | The LoadFromXML method loads statistical method settings from XML code. |
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SaveToXML | The SaveToXML method unloads statistical method settings to XML code. |
See also:
