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Association Rule ? An implication expression of the form X -> Y, where X and Y are any 2 itemsets. Example: {Milk, Diaper}->{Beer}
Association rules are if/then statements that help uncover relationships between seemingly unrelated data. An example of an association rule would be "If a customer buys eggs, he is 80% likely to also purchase milk." An association rule has two parts, an antecedent (if) and a consequent (then).
Support is calculated by dividing the number of transactions containing an item set by the total number of transactions. Confidence is calculated by dividing the number of transactions containing both itemsets by the number of transactions containing the first itemset.
10 steps for writing bylaws for an association Research. Form a committee. Create the structure. Outline your organization's key roles and responsibilities. Establish your meeting rules. Define your membership. Address finances. Outline the amendment process.
An association rule A->B asserts that if a transaction contains A, it is also likely to contain B. For example, the support of beer->diapers is 2 and its confidence is 2/3.