Practice Multi-class Classification (5.1.2) - Supervised Learning - Classification Fundamentals (Weeks 5)
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Multi-class Classification

Practice - Multi-class Classification

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Practice Questions

Test your understanding with targeted questions

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.

4 more questions available

Interactive Quizzes

Quick quizzes to reinforce your learning

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.

1 more question available

Challenge Problems

Push your limits with advanced challenges

Challenge 1 Hard

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.

Challenge 2 Hard

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.

Get performance evaluation

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