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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
Calculate the MAE for actual values [10, 20, 30] and predicted values [12, 18, 29].
💡 Hint: Use the absolute differences and divide by how many values there are.
Question 2
Easy
What does a lower MAE indicate?
💡 Hint: Think about accuracy in predictions.
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 formula for MAE?
💡 Hint: Recall what each component of the formula represents.
Question 2
True or False: MAE is more sensitive to outliers compared to MSE.
💡 Hint: Consider how squaring affects error contribution.
Solve 2 more questions and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Given a dataset of actual sales: [120, 150, 200, 160] and predictions: [130, 145, 190, 155], calculate the MAE. What does this value indicate about the model's predictions?
💡 Hint: Calculate individual absolute differences before averaging.
Question 2
In a real estate model, actual prices are [300k, 400k, 500k] and predicted prices are [310k, 420k, 490k]. What is the MAE, and how does it reflect the model's performance?
💡 Hint: Sum the absolute differences and divide by the number of predictions.
Challenge and get performance evaluation