Assembly: Stat;
Namespace: Prognoz.Platform.Interop.Stat;
The ISmNaiveBayes interface is used to find key influencers using naive Bayes classifier.
ISmNaiveBayes
This method enables the user to estimate how each of the influencers affects the dependent variable and to find key influencers. This method uses categorical values.
Each of the series in the collection ISmNaiveBayes.Explained must be defined with an array of non-negative integers that represent categories.
| Property name | Brief description | |
| The KeyInfluence property returns characteristics of the specified key influence. | ||
| The KeyInfluencesCount property returns the number of key influences. |
| 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| Outdated.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. |
| Property name | Brief description | |
| CrossValidation | The CrossValidation property returns cross-validation settings. | |
| The PerformanceScores property returns cross-validation results. |
| 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. |
| Method name | Brief description | |
| The ExecuteValidation method executes cross-validation. |
| 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 | Naive Bayes classifier | Key factors