IDataMining

Assembly: Stat;

Namespace: Prognoz.Platform.Interop.Stat;

Description

The IDataMining interface is used to work with data mining methods.

Inheritance Hierarchy

          IStatMethod

          IStatMethodValid

          IDataMining

Comments

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.

Properties

  Property name Brief description
The Dependent property returns explained series.
Outdated. Use IDataMining.Dependent.
The Explanatories property returns a collection of classification attributes.
The FilledDependent property returns a series with calculation results.

Properties inherited from IStatMethodValid

  Property name Brief description
CrossValidation The CrossValidation property returns cross-validation settings.
The PerformanceScores property returns cross-validation results.

Properties inherited from IStatMethod

  Property name Brief description
The DisplayName property returns the displayed method name.
The ErrorByStatus property returns an error message by the error number.
The Errors property returns a message with all the errors and warnings.
The Name property returns the internal method name.
The Status property returns the method execution status.
The SupportsR property returns whether statistical method can be calculated via R package.
The UseR property determines whether statistical method is calculated via the R package.
The WarningByStatus property returns a warning text by its number.
The Warnings property returns the warnings that occurred at method calculation.
The WarningsCount property returns the number of warnings that occurred at the method calculation.
The WarningsNumbers property returns numbers of warnings that occurred at the method calculation.

Methods inherited from IStatMethodValid

  Method name Brief description
The ExecuteValidation method executes cross-validation.

Methods inherited from IStatMethod

  Method Name Brief description
The Clone method clones a statistical method object.
The Execute method executes a statistical method.
The LoadFromXML method loads statistical method settings from XML code.
The SaveToXML method unloads statistical method settings to XML code.

See also:

Stat Assembly Interfaces