has categorized the individual book purchases comprising those transactions into one or more of the following categories: Novels, Cooking Books, Do-It-Yourself, Business, Art Books, Biography, and Harry Potter series. T

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Chapter1: Combinatorial Analysis
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ABCbooks, an internet book retailer, is interested in better understanding the purchase decisions of its customers. For a set of 2,000 customer transactions, it has categorized the individual book purchases comprising those transactions into one or more of the following categories: Novels, Cooking Books, Do-It-Yourself, Business, Art Books, Biography, and Harry Potter series. Table below shows support for Antecedent and Consequent of 5 rules. From these 5 rules, what is the most useful rule? Justify your answer with logical reasons and appropriate calculations.
Rule Antecedent (A) Consequent (C) Support for A Support for C
1
Cooking, Art
Harry Potter
583
2 Biography
Novels, Cooking
512
3 Novels, Cooking
Biography
554
4
Biography
512
5
Do-It-Yourself
843
Art, Business
Novels, Cooking
334
554
512
482
227
Support for A and C
205
290
193
289
212
Transcribed Image Text:Rule Antecedent (A) Consequent (C) Support for A Support for C 1 Cooking, Art Harry Potter 583 2 Biography Novels, Cooking 512 3 Novels, Cooking Biography 554 4 Biography 512 5 Do-It-Yourself 843 Art, Business Novels, Cooking 334 554 512 482 227 Support for A and C 205 290 193 289 212
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Step 1
Rule Antecedent Consequent Support for A Support for c Support for A and C
1 cooking, art Harry Potter 334 583 205
2 Biography Novels, Cooking 554 512 290
3 Novels, Cooking Biography 512 554 193
4 Biography Art, Business 482 512 289
5 Do it yourself Novels, Cooking 227 843 212
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