Machine Learning, Artificial Intelligence, Python, Statistics, Mathematics.
in the training set. When the MSE start increasing, we can stop increasing the order of our polynomial. For example, in our case we could think using 𝐷=1 (don’t get fooled, MSE start increasing soon on the test set!): Not that satisfying, right? Let’s look for some other options! 2.2 Regularization