Set the minimum antecedent support to 1%, the minimum rule confidence to 5%, and the maximum number of antecedents to 1.
a. Generate rules using confidence difference as your evaluation measure with evaluation measure lower bound=40. Explain what this evaluation measure means.
b. For the rules that are generated, use hand calculations to compute the reported evaluation measure, and show that the evaluation measure lower bound has been met.
c. Generate rules using confidence difference as your evaluation measure with evaluation measure lower bound=30.
d. Select the rule with the highest deployability. Explain why the deployability of this rule is greater than the rule we found in Question 13a.