26. Evaluating Your Model Quizzes

Evaluating Your Model Quizzes

Overfitting

In which of the following situations is your model overfitting by epoch 20?

SOLUTION: Training loss is decreasing but validation loss is increasing at epoch 20

Avoiding overfitting

Which of the following are valid techniques to avoid overfitting?

SOLUTION:
  • Changing my learning rate
  • Adding dropout
  • Changing my training batch size
  • Changing the amount of training augmentation