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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What does a Node in a Decision Tree represent?
💡 Hint: Think about what happens at each point in the tree.
Question 2
Easy
What is a Leaf Node?
💡 Hint: Consider where the tree branches end.
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 a Decision Tree used for?
- Regression
- Classification
- Clustering
💡 Hint: Think about predicting categories.
Question 2
True or False: A Leaf Node represents a decision point in a Decision Tree.
- True
- False
💡 Hint: Remember what happens in nodes versus leaf nodes.
Solve 2 more questions and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Construct a Decision Tree model using a given dataset and interpret its first two splits. Explain how each feature led to the decisions made.
💡 Hint: Look at the criteria used for each split.
Question 2
Compare the use of Gini impurity and Information Gain. When might one be preferred over the other when constructing a Decision Tree?
💡 Hint: Consider the datasets size and targeted outcomes.
Challenge and get performance evaluation