Q$9$: A grocery store chain is using Association Rule Mining to uncover frequent buying patterns among its customers. The analysis reveals several rules, one of which is $($Milk$.$Bread$)->($Eggs$),$ with a confidence of $70\%.$ Question: What does this rule suggest to the store manager in terms of marketing strategy?A$.$Customers who buy Milk and Bread are likely to buy Eggs $70\%$ of the time; consider placing these items closer together to increase salesB. Milk is the most important item, so it should be placed at the store's entranceC. Eggs should be priced higher than Milk and Bread due to their associationD. Discontinue any of these products as they are interdependent