Cost Function, Regularization.
right, we don’t know that theta 3, theta 4, are the high order polynomial terms. So, if we have just a bag, if we have just a set of a hundred features, it’s hard to pick in advance which are the ones that are less likely to be relevant. So we have a hundred or a hundred one parameters. And we