Practice - Association Rules
Practice Questions
Test your understanding with targeted questions
Define the term 'Association Rule'.
💡 Hint: Think about the general form of the rule.
What does 'support' measure in association rules?
💡 Hint: Consider frequency in transactions.
4 more questions available
Interactive Quizzes
Quick quizzes to reinforce your learning
What does an Association Rule indicate?
💡 Hint: Focus on the concept of 'if-then' statements.
True or False: The consequent of an association rule is what follows after the 'then' part.
💡 Hint: Think about the structure of the statement.
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Challenge Problems
Push your limits with advanced challenges
Given a transactional dataset, calculate the support, confidence, and lift for the rule {A}⟹{B}. If Support(A) = 0.3, Support(B) = 0.4, and Support(A U B) = 0.2, what do these metrics tell us about the relationship?
💡 Hint: Focus on understanding how each metric compares.
Discuss how a company could use established association rules to inform their product marketing strategy, particularly in promoting new items?
💡 Hint: Think about how associations can influence promotional strategies.
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Reference links
Supplementary resources to enhance your learning experience.