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Please answer the multiple choice question below: Consider two association rules

ID: 3692774 • Letter: P

Question

Please answer the multiple choice question below:

Consider two association rules {A, B} {C, D} and {A, B, C} {D} for the same transaction table, where A, B, C, and D are items. Which of the following statements is true? A. The two rules must have the same support, and the confidence of the first mle must be no greater than that of the second rule. B. The support of the first rule is no less than that of the second, and the confidence of the first rule must also be no less than that of the second rule. C. The two rules must have the same support, and the confidence of the first rule must be no less than that of the second nile. D. The support of the first rule is no less than that of the second, and the confidence of the first rule can be less than that of the second rule in some cases. D.The supports and confidences of the two rules do not necessarily have the relationships as described in any of the options above.

Explanation / Answer

E. The supports and confidences of the two rules do not necessarily have the relationships as described in any of the options have

           this is because one cannot define the support by just considering the relation whereas viceversa can be applied..