What is Association Rule Mining and How to Use It?
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What is Association Rule Mining and How to Use It?
This article provides a comprehensive guide on Association Rule Mining. It also provides you algorithms and steps to implement Association Rule Mining.
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(Implementation project) Using a programming language that you are familiar with, such as C or Java, implement three frequent itemset mining algorithms introduced in this chapter: (1) Apriori [AS94b], (2) FP-growth [HPY00], and (3) Eclat [Zak00] (mining using the vertical data format). Compare the performance of each algorithm with various kinds of large data sets. Write a report to analyze the situations (e.g., data size, data distribution, minimal support threshold setting, and pattern densi
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