3. Machine Learning

Decision Trees — Quiz

Test your understanding of decision trees with 5 practice questions.

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Practice Questions

Question 1

What is the primary purpose of using Gini impurity in decision trees?

Question 2

Which of the following methods is used to prevent overfitting in decision trees?

Question 3

In the context of decision trees, what does 'boosting' aim to achieve?

Question 4

Which of the following describes the process of ensemble methods like bagging?

Question 5

What is a key characteristic of a 'leaf node' in a decision tree?