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Association rule mining

Association rule mining

Association rule mining. Prof. Navneet Goyal CSIS Department, BITS- Pilani. Association Rule Mining. Find all rules of the form Itemset1 ? Itemset2 having: support ? minsup threshold confidence ? minconf threshold Brute-force approach: List all possible association rules

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776 views • 57 slides
Association rule mining

Association rule mining

Association rule mining. Prof. Navneet Goyal CSIS Department, BITS- Pilani. Association Rule Mining. Find all rules of the form Itemset1 ? Itemset2 having: support ? minsup threshold confidence ? minconf threshold Brute-force approach: List all possible association rules

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747 views • 57 slides
Mining Association Rules in Large Databases

Mining Association Rules in Large Databases

Mining Association Rules in Large Databases. Association Rule Mining. Given a set of transactions, find rules that will predict the occurrence of an item based on the occurrences of other items in the transaction. Market-Basket transactions. Example of Association Rules.

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554 views • 55 slides
Mining Association Rules in Large Databases

Mining Association Rules in Large Databases

Mining Association Rules in Large Databases. Association rules. Given a set of transactions D , find rules that will predict the occurrence of an item (or a set of items) based on the occurrences of other items in the transaction. Market-Basket transactions. Examples of association rules.

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494 views • 49 slides
Chapter 5: Mining Frequent Patterns, Association and Correlations

Chapter 5: Mining Frequent Patterns, Association and Correlations

Chapter 5: Mining Frequent Patterns, Association and Correlations. Basic concepts and a road map Efficient and scalable frequent itemset mining methods Mining various kinds of association rules From association mining to correlation analysis Constraint-based association mining Summary.

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739 views • 39 slides

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