a$.$ ComputeQuestion $5(30$ points$)$: Consider the following baskets below:

a$.$ Compute the support for itemsets $\{$milk$\}.\{$beer$,$ eggs$\},$ and $\{$milk$,$ apples, bananas$\}.$

b$.$ Compute the confidence and interestingness of the following association rules.

i$.\{$beer$\}\{$eggs$\}$

ii$.\{$apples$,$ bananas$\}->\{$eggs$\}$

c$.$ Find a pair of items, a and $b,$ such that the rules $\{a\}\{b\}$ and $\{b\}\{a\}$ have the same

confidence.

Question $6(30$ points$)$: Apply the A$-$Priori Algorithm with support threshold $3$ to the data

in question $5($the above question$).$ Show your work.

Question $7(15$ points$)$: Give examples of how association rule mining can be used in

other than the market$-$basket use case. Explain in detail. the simple matching coefficient $($SMC$)$ between $P$ and $Q$