CSC410 Data Warehousing and Data Mining

Data Warehousing and Data MiningTU Board 2079

Discuss any two drawbacks of Apriori algorithm. Find frequent item sets and association rules from the transaction database given below using FP growth algorithm. Assume minimum support is 50% and…

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Discuss any two drawbacks of Apriori algorithm. Find frequent item-sets and association rules from the transaction database given below using FP-growth algorithm. Assume minimum support is 50% and minimum confidence is 60%.

Transaction_ID
Items purchased
1
Sausage, peanut, Beer
2
peanut, Beer, Apple
3
Apple, Milk
4
Sausage, peanut, Apple
5
Sausage, peanut, Beer, Milk
6
Sausage, peanut, Beer, Apple

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