(Implementation project) Using a programming language th
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(Implementation project) Using a programming language that you are familiar with, such as C++ or Java, implement three f
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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 density) where one algorithm may perform better than the others, and state why.
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