Question: Based on the below data: Customer1:Bread,Cereals,Milk Customer2:Tomatoes,Eggs Customer3:Pork,Bread,Milk Customer4:Sugar,Tomatoes,Pork,Bread Customer5:Vinegar Customer6:Eggs,Milk,Cereals,Sugar,Pork Customer7:Eggs,Milk,Vinegar Customer8:Sugar,Pork explain how the FP-tree can be used to mine frequent item sets

Based on the below data:

Customer1:Bread,Cereals,Milk

Customer2:Tomatoes,Eggs

Customer3:Pork,Bread,Milk

Customer4:Sugar,Tomatoes,Pork,Bread

Customer5:Vinegar

Customer6:Eggs,Milk,Cereals,Sugar,Pork

Customer7:Eggs,Milk,Vinegar

Customer8:Sugar,Pork

  1. explain how the FP-tree can be used to mine frequent item sets and how it is different from the Apriori algorithm.

2.Apply the Apriori Method to the following dataset using excel using a support threshold of 20% and a lift threshold of 1.

3.Build an FP-tree using the following dataset( No need to generate the frequent itemsets).

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