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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What is the Apriori algorithm primarily used for?
💡 Hint: Think about mining techniques.
Question 2
Easy
How is support in the context of the Apriori algorithm defined?
💡 Hint: It relates to 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 is the primary goal of the Apriori algorithm?
- A) Create new products
- B) Identify frequent itemsets
- C) Analyze time series data
💡 Hint: Think about what mining techniques do.
Question 2
True or False: Lift measures the chance of association between two items independent of their popularity.
- True
- False
💡 Hint: Consider how independence plays into association.
Solve 1 more question and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
You have a transactional dataset of grocery purchases and your goal is to apply the Apriori algorithm. How would you go about it step by step?
💡 Hint: Recall the iterative nature of the process.
Question 2
If an item's support is found to be 0.6 and the confidence of the rule involving this itemset is 0.9, what conclusions can be drawn about its purchase behavior?
💡 Hint: Think about what these metrics together signify in terms of associations.
Challenge and get performance evaluation