Cost Function, Regularization.
penalization of all parameters. This can lead to underfitting, where the hypothesis becomes overly simplistic and fails to fit the training data well. Choosing the Regularization Parameter: Methods for automatically selecting the regularization parameter lambda will be discussed later in the