Association Analysis and Data Mining

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What is the definition of Association Analysis?

A mining association rules search for interesting relationship among items in a given data set

What is an example of Association Analysis?

Credit Cards/Banking Services

What is an itemset?

A set of one or more items

What is a transaction?

A set of items

What is the purpose of data discretization?

To convert numerical values to nominal

What is an example of an association rule?

Gender = Female --> Buy = No

What is the format of data that is used by association rules?

Table form

What is an example of a k-itemset?

{milk, bread, eggs, cereal}

What type of learning system is Association Analysis?

Unsupervised

What is the purpose of Association Analysis?

To find rules of the kind "If X then (likely) Y"

Test your knowledge of association analysis, including itemsets, transactions, data discretization, and association rules with this quiz.

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