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Statistical Learning Quiz

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1. Which of the following is not a method of Statistical Learning?

2. In the context of Statistical Learning, what does the term 'overfitting' refer to?

3. What is a fundamental difference between supervised and unsupervised learning?

4. The bias-variance tradeoff in Statistical Learning Theory refers to the:

5. Which of the following is an example of a classification problem in Statistical Learning?

6. Cross-validation is a technique used to:

7. Principal Component Analysis (PCA) is a technique used primarily for:

8. In the context of regression analysis, what is the primary purpose of a residual plot?

9. A 'confusion matrix' in machine learning is used to:

10. Which of the following is a key characteristic of the 'K-nearest neighbors' algorithm in Statistical Learning?