Machine Learning Advanced Quiz 2

1. Which method is used for dimensionality reduction in non-linear data?

2. What is the purpose of the softmax function?

3. Which of these is a method for hyperparameter optimization?

4. What is a common challenge when training GANs (Generative Adversarial Networks)?

5. Which of the following is a method for feature importance in tree-based models?

6. What is the main purpose of early stopping?

7. Which loss function is commonly used for binary classification?

8. What does the term "attention mechanism" refer to in neural networks?

9. Which of the following is true about convolutional layers?

10. What is the main advantage of using residual connections in deep networks?