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Frequent Pattern Mining Techniques by Mostafa Heidary is a document available to read on EtoBox.
What is Frequent Pattern Mining Techniques about?
The document discusses frequent pattern mining and association rule mining. It begins with basic concepts such as frequent patterns, support, confidence and association rules. It then describes the Apriori algorithm for mining frequent itemsets and generating association rules. The Apriori algorithm makes multiple passes over the transaction database and generates candidate itemsets. It also discusses challenges with Apriori and introduces the FP-Growth algorithm which addresses these challenges by construc
- Author
- Mostafa Heidary
- Language
- EN