QUESTION 1 Consider the following transaction database for Questions (a)-(d): Transaction ID Item T100 Apple, Berry, Egg, Fanta, Hacks T200 Apple, Berry, Ciku, Egg T300 Apple, Berry, Ciku, Durian T400 Apple, Ciku, Hacks (a) Calculate the maximum number of association rules that can be extracted from this data. [4 Marks] For questions (b) and (c), suppose that minimum support is set to 50% and minimum confidence to 60%. (6) Propose any THREE (3) two frequent item sets together with their support, that satisfy the given minimum support and confidence. [6 Marks] (c) Assess the confidence for the association below: {Apple, Berry} {Ciku } [14 Marks] (d) Suppose that the minimum confidence is set to 60%, justify whether this association is considered interesting. [6 Marks) QUESTION 1 Consider the following transaction database for Questions (a)-(d): Transaction ID Item T100 Apple, Berry, Egg, Fanta, Hacks T200 Apple, Berry, Ciku, Egg T300 Apple, Berry, Ciku, Durian T400 Apple, Ciku, Hacks (a) Calculate the maximum number of association rules that can be extracted from this data. [4 Marks] For questions (b) and (c), suppose that minimum support is set to 50% and minimum confidence to 60%. (6) Propose any THREE (3) two frequent item sets together with their support, that satisfy the given minimum support and confidence. [6 Marks] (c) Assess the confidence for the association below: {Apple, Berry} {Ciku } [14 Marks] (d) Suppose that the minimum confidence is set to 60%, justify whether this association is considered interesting. [6 Marks)