Practice - Core Concepts: Items and Itemsets
Practice Questions
Test your understanding with targeted questions
What is the definition of an item in association rule mining?
💡 Hint: Think of a grocery item.
What is an example of an itemset?
💡 Hint: Consider multiple items combined together.
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Interactive Quizzes
Quick quizzes to reinforce your learning
What is an 'item' in the context of association rule mining?
💡 Hint: Think of something you might find individually on a store shelf.
True or False: An itemset can consist of only one item.
💡 Hint: Consider the example of singular products.
1 more question available
Challenge Problems
Push your limits with advanced challenges
You have a transaction data showing purchases: {'Milk', 'Bread'}, {'Bread', 'Butter'}, {'Milk', 'Butter', 'Bread'}. Analyze the potential itemsets that emerge from this data.
💡 Hint: Look for combinations as well as individual purchases.
Why might a business focus on analyzing itemsets instead of individual items alone?
💡 Hint: Think about how consumers often buy items together.
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Reference links
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