Practice Types of Datasets Used - 28.2 | 28. Introduction to Model Evaluation | CBSE Class 10th AI (Artificial Intelleigence)
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Practice Questions

Test your understanding with targeted questions related to the topic.

Question 1

Easy

What is the purpose of a training set?

💡 Hint: Think about what a student needs to learn.

Question 2

Easy

What is a test set used for?

💡 Hint: Consider how you test general knowledge.

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 does a training set do?

  • It evaluates model performance
  • It teaches the model
  • It tunes hyperparameters

💡 Hint: It's the data we use for teaching the model.

Question 2

True or False: A test set is used to tune hyperparameters.

  • True
  • False

💡 Hint: Think of the role each set plays.

Solve 1 more question and get performance evaluation

Challenge Problems

Push your limits with challenges.

Question 1

You are developing a model to predict weather patterns. Design a data split approach explaining how you would use the training, validation, and test sets.

💡 Hint: Think about how to use your data wisely.

Question 2

A model shows high accuracy on the training set but poor performance on the test set. Discuss what’s happening and how to improve the model.

💡 Hint: Reflect on what it means to comprehend versus memorize.

Challenge and get performance evaluation