Rule Based Classification is a data mining technique which helps to define a set

Question

Rule Based Classification is a data mining technique which helps to define a set of rules to be used in making decisions based on training and testing data sets.
When the data mining technique in the previous question is used with a finite set of variables it generates a ___________________________.When the data mining technique is used with a continuous set of variables it generates a ___________________________.

Association is a data mining technique used to determine patterns in a data set such as when product A is purchased it is likely that product B will also be purchased.
In the previous(Association) data mining method, __________ is a measure stated to indicate how often a dependent item will be purchased when a leading item has been purchased.In the previous (Association)data mining method , __________ is a measure stated to indicate how often a dependent item will be purchased when a leading item has been purchased as compared to the entire dataset.

Explanation / Answer

Ans. a) Cluster: Each finite variable will belong to a cluster.

Ans. b) Predictive data-mining (Bagging): Combines result of multiple variables into one (continuous).

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