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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What is multi-class classification?
💡 Hint: Think of tasks where multiple categories need classification.
Question 2
Easy
Name an example of a multi-class classification problem.
💡 Hint: Consider scenarios where there are multiple possible outcomes.
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 defines multi-class classification?
- Predicting two classes
- Predicting one of three or more classes
- Predicting continuous values
💡 Hint: Recall examples of multi-class scenarios.
Question 2
True or False: In multi-class classification, classes can overlap.
- True
- False
💡 Hint: Think about the definition of multi-class classification.
Solve 1 more question and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Design a multi-class classification system for categorizing types of vehicles (car, truck, motorcycle, bicycle). Outline steps including data collection, model selection, and evaluation metrics.
💡 Hint: Focus on data and model choice for achieving diversity.
Question 2
Examine the impacts of choosing One-vs-Rest versus One-vs-One for a problem with ten classes.
💡 Hint: Think about computational efficiency and accuracy.
Challenge and get performance evaluation