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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
Define the term 'Association Rule'.
💡 Hint: Think about the general form of the rule.
Question 2
Easy
What does 'support' measure in association rules?
💡 Hint: Consider frequency in transactions.
Practice 4 more questions and get performance evaluation
Interactive Quizzes
Engage in quick quizzes to reinforce what you've learned and check your comprehension.
Question 1
What does an Association Rule indicate?
- A method of storing data
- A prediction of future sales
- A relationship between items based on transactions
💡 Hint: Focus on the concept of 'if-then' statements.
Question 2
True or False: The consequent of an association rule is what follows after the 'then' part.
- True
- False
💡 Hint: Think about the structure of the statement.
Solve and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
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.
Question 2
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.
Challenge and get performance evaluation