Apriori algorithm

10. Consider 16 data records in the testing data set of in above table. Use Apriori algorithm find all frequent item sets with minimum cover = 25% (4 instances) First find all frequent 1 itmeset (the itesemt with cover >= 4) Act = Dip, Act = Strech. Age= Adult, Age = Child, Colour =yellow Colour = purple. Inflated = true. Inflated = false, Size = Large small Find all the frequent 2 itemset (the itesemt with cover >= 4) (Act = Dip, Age= Adult), (Act = Dip, Age = Child). (Act = Strech, Age= Adult). (Act = Strech. Age = Child), (Act = Dip. Colour = yellow), (Act = Dip. Colour = purple). (Act=Strech, size = large). (Act=Strech, size = small). (Act = Dip, size = large), (Act = Dip size=small), (Act = Strech. Colour = yellow). (Act = Strech. Colour = purple). (Act = Dip. Inflated = false) (Act = Strech Inflated = true). (Age= Adult, Colour = yellow). (Age= Adult, Colour = purple), (Age = Child, Colour = yellow). (Age = Child, Colour = purple). (Age = Childsize = large). (Age = Child, size=small). (Age= Adult, size = large). (Age= Adult size=small), (Age - Child Inflated = false) (Age= Adult Inflated = true) Colour = yellow, size = large). (Colour = yellow, size = small), Colour = purple, size = large), Colour = purple, size=small). Colour = purple, Inflated = false) Colour =yellow, Inflated = true) (Size = Large, Inflated = false) (Size = Small, Inflated = true) Find all the frequent 3 itemset (the itemset with cover >= 4) through merge two frequent 2 itemset (in above list) and delete cover = 4) Act = Dip, Act = Strech. Age= Adult, Age = Child, Colour =yellow Colour = purple. Inflated = true. Inflated = false, Size = Large small Find all the frequent 2 itemset (the itesemt with cover >= 4) (Act = Dip, Age= Adult), (Act = Dip, Age = Child). (Act = Strech, Age= Adult). (Act = Strech. Age = Child), (Act = Dip. Colour = yellow), (Act = Dip. Colour = purple). (Act=Strech, size = large). (Act=Strech, size = small). (Act = Dip, size = large), (Act = Dip size=small), (Act = Strech. Colour = yellow). (Act = Strech. Colour = purple). (Act = Dip. Inflated = false) (Act = Strech Inflated = true). (Age= Adult, Colour = yellow). (Age= Adult, Colour = purple), (Age = Child, Colour = yellow). (Age = Child, Colour = purple). (Age = Childsize = large). (Age = Child, size=small). (Age= Adult, size = large). (Age= Adult size=small), (Age - Child Inflated = false) (Age= Adult Inflated = true) Colour = yellow, size = large). (Colour = yellow, size = small), Colour = purple, size = large), Colour = purple, size=small). Colour = purple, Inflated = false) Colour =yellow, Inflated = true) (Size = Large, Inflated = false) (Size = Small, Inflated = true) Find all the frequent 3 itemset (the itemset with cover >= 4) through merge two frequent 2 itemset (in above list) and delete cover