Using the dataset used for friends and cuisine type (see Friends.mat), and the Matlab Code supplied (CreateTL.m, CreateVF.m, Lattice.m), which will implement a Lattice solution (bruteforce solution) for frequent itemsets, implement in Matlab the following algorithms:
• Apriori
• Eclat
• FP-Growth
Use Lattice.m to verify the solution.
Using the algorithms implemented compare the execution time of the algorithms on the real dataset, chess, taken from Frequent Itemset Mining Dataset Repository (uantwerpen.be)
CreateTL = create transaction list
CreateVF = vertical format for Eclat
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