5 Questions
What is the goal of a decision tree?
To predict class label
What do internal (non-leaf) nodes represent in a decision tree?
Tests an attribute
Which approach does the decision tree learning algorithm use?
Greedy approach
What does Gini Impurity or Entropy help in making decisions for in a decision tree?
Key decision making
What type of tasks can decision trees perform?
Both classification and regression tasks
Study Notes
What is the goal of a decision tree? What do internal (non-leaf) nodes represent in a decision tree? Which approach does the decision tree learning algorithm use? What does Gini Impurity or Entropy help in making decisions for in a decision tree? What type of tasks can decision trees perform?
Test your knowledge on decision trees, ensemble learning algorithms, and random forest with this quiz. Explore topics such as decision tree construction, ensemble methods, and the use of random forest algorithm.
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