IDmAssociationRules

Assembly: Ms;

Description

The IDmAssociationRules interface is used for data mining by means of the Association Analysis method.

Inheritance Hierarchy

          IDmMethodDetails

          IDmAssociationRules

Comments

This method discovers frequently occurring together itemsets based on the analysis of a large number of transactions. In other words, this method is aimed at establishing the following dependencies: if the transaction contains an itemset X, the itemset Y also must appear in this transaction. Establishing these dependencies enables the user to find simple and intuitive rules.

Properties

  Property name Brief description
MinimumConfidence The MinimumConfidence property determines a minimum confidence level.
MinimumFrequentItemsetSize The MinimumFrequentItemsetSize property determines a minimum set size.
MinimumSupport The MinimumSupport property determines minimum support.
Objects The Objects property determines index of the data source field containing analyzed elements.
Transactions The Transactions property determines index of the data source field containing transactions.
UseSupportPercent The UseSupportPercent property determines, in which units the minimum support value is set.

Properties inherited from IDmMethodDetails

  Brief description
CrossValidation The CrossValidation property returns cross-validation settings.
DisplayName The DisplayName property returns method name.
InputDataSource The InputDataSource property determines a input data source.
StatMethod The StatMethod property returns parameters of a statistical method used in analysis.

See also:

Ms Assembly Interfaces | Association Analysis | Description of Association Analysis