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Suppose a Best Buy analyst is interested in only the frequent patterns (Le., ite

ID: 3769546 • Letter: S

Question

Suppose a Best Buy analyst is interested in only the frequent patterns (Le., item sets) from the sales transactions that satisfy certain constraints. For the following cases, state the characteristics (i.e., categories) of every constraint in each case and how to mine such patterns most efficiently. The profit range for the items in each pattern must be within S50. The sum of the price of all the items with profit over $5 in each pattern is at The average profit for those items priced over S50 is each pattern must be less than

Explanation / Answer

Before a goal, mission or objective gets achieved, there may be a constraint that lies on the way of the goal The purpose of the function is to identify such a limiting constraint that stands in the way of the goal and preventing it from getting achieved. 1. The profit range for the items in each pattern to be with $50. There are 5 steps to be focused Here the constraint is identifies to be pattern with $50 as the profit range The process of profit range in pattern of $50 is repeated to exploit the constraint The pattern is subordinated and synchronizes (using Drum-Buffer and Rope method) so as to boost the performance of the constraint 2. The sum of the price of all items with profit between $5 and $100 3. The average profit for the items priced above $50 in eac pattern must be less than $10

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