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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What does LOOCV stand for?
💡 Hint: Think about what each point in the dataset represents in this technique.
Question 2
Easy
How many iterations does LOOCV perform on a dataset of 5 points?
💡 Hint: Each point gets a turn as the test set.
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 LOOCV stand for?
- Leave-One-Out Cross-Validation
- Last-One-Out Cross-Validation
- Leave-Some-Out Cross-Validation
💡 Hint: Think about what it means to leave one out!
Question 2
LOOCV has high computational costs compared to k-fold cross-validation.
- True
- False
💡 Hint: Consider how many times the model is trained compared to k-fold.
Solve 1 more question and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
A company has collected 30 samples of customer data. If they wish to use LOOCV to evaluate their predictive model, calculate how many times the model needs to be trained.
💡 Hint: Remember, LOOCV trains on all but one sample each time.
Question 2
Discuss the implications of using LOOCV for a dataset with 10,000 samples in terms of time and computational resources.
💡 Hint: Think about resource allocation and the cost-effectiveness of model validation.
Challenge and get performance evaluation