Practice - Decision Trees
Practice Questions
Test your understanding with targeted questions
What is a Decision Tree?
💡 Hint: Think about the decisions made based on features or attributes.
What does the Gini Index measure?
💡 Hint: Consider the concept of 'cleanliness' in classification.
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Interactive Quizzes
Quick quizzes to reinforce your learning
What does a Decision Tree primarily represent?
💡 Hint: Focus on the visuals—how it helps in guiding decisions.
True or False: Pruning is beneficial for reducing the complexity of a Decision Tree.
💡 Hint: Remember the purpose of pruning—why do we do it?
1 more question available
Challenge Problems
Push your limits with advanced challenges
Given a dataset with customer information for a credit application, how would you design a Decision Tree? Outline the key features you would use and the reasoning behind your choices.
💡 Hint: Think about which characteristics reflect financial reliability.
Discuss the implications of using Decision Trees in a scenario where the underlying data distribution changes over time. What strategies could you implement to maintain model reliability?
💡 Hint: Consider how continuous learning and adaptation apply to the concept.
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Reference links
Supplementary resources to enhance your learning experience.