1. (20 points) Learning Curves The following are the learning curves of a machine learning model on training and testing sets. The green one shows the training curve and the blue one shows the testing curve. Loss Training Iterations a) Draw a diagram and show the under-fitting and over-fitting areas. Explain what happens in these areas. b) When is the right time to stop training and why? Briefly explain