Assembly: Stat;
The ISmAssociationRules interface is used for data mining using the Association Analysis method.
ISmAssociationRules
This method discovers frequently occurring together element sets based on the analysis of a large number of transactions. In other words, this method aims at discovering the following dependencies: if a transaction includes some element set X, based on this the user can deduce that another element set Y is also to appear in this transaction. Establishing these dependencies enables the user to find simple and intuitive rules.
Property name | Brief description | |
FrequentItemset | The FrequentItemset property returns the specified frequent element set obtained as the result of method calculation. | |
FrequentItemsetsCount | The FrequentItemsetsCount property returns the number of frequent element sets obtained as the result of method calculation. | |
MaximumFrequentItemsetsCount | The MaximumFrequentItemsetsCount property determines the maximum number of frequent element set. | |
MaximumFrequentItemsetSize | The MaximumFrequentItemsetSize property determines the maximum number of elements for a frequent element set. | |
MinimumConfidence | The MinimumConfidence property determines minimum confidence level. | |
MinimumFrequentItemsetSize | The MinimumFrequentItemsetSize property determines the minimum number of elements in a frequent element set. | |
MinimumImportance | The MinimumImportance property determines minimum significance level. | |
MinimumSupport | The MinimumSupport property determines minimum support. | |
MissingData | The MissingData property determines the missing data treatment method to be applied to the source data. | |
Objects | The Objects property determines a numeric series that contains analyzed elements. | |
RecommendationRule | The RecommendationRule property returns the specified rule obtained as the result of method calculation. | |
RecommendationRulesCount | The RecommendationRulesCount property returns the number of rules obtained as a result of method calculation. | |
Transactions | The Transactions property determines a numeric series that contains analyzed transactions. | |
UseSupportPercent | The UseSupportPercent property determines, which measurement units are used to set the minimum support value. |
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:
Stat Assembly Interfaces | Analysis:Association analysis| Description of the Association analysis