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Assuming that data mining techniques are to be used in the following cases, identify whether the task required is supervised or unsupervised learning. a. deciding whether to issue a loan to an applicant based on demographic and financial data (with reference to a database of similar data on prior customers). b. in an online bookstore, making recommendations to customers concerning addi- tional items to buy based on the buying patterns in prior transactions. c. identifying a network data packet as dangerous (virus, hacker attack) based on com- parison to other packets whose threat status is known. d. identifying segments of similar customers. e. predicting whether a company will go bankrupt based on comparing its financial data to those of similar bankrupt and nonbankrupt firms. f. estimating the repair time required for an aircraft based on a trouble ticket. g. automated sorting of mail by zip code scanning. h. printing of custom discount coupons at the conclusion of a grocery store checkout based on what you just bought and what others have bought previously.

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