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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What is classification in machine learning?
💡 Hint: Think about how classes are formed.
Question 2
Easy
Give an example of binary classification.
💡 Hint: Focus on two distinct 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 is the primary goal of classification in machine learning?
- Predict continuous values
- Predict discrete labels
- Cluster data
💡 Hint: Think about the outcomes classification aims to achieve.
Question 2
True or False: In multi-class classification, an instance can belong to only one class.
- True
- False
💡 Hint: Recall how classes interact with each other in this context.
Solve 2 more questions and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Discuss the implications of using a poor decision boundary in a binary classification model. How might it affect predictions?
💡 Hint: Consider how the boundary separates or misrepresents classes.
Question 2
In a multi-class classification model with overlapping classes, which strategy would you recommend? Justify your choice.
💡 Hint: Think about dividing the complex problem into simpler parts.
Challenge and get performance evaluation