Regularization, Overfitting, Dropout Regularization, Early Stopping, Elastic Net.
samples of the train set. Classification problem. Black lines are decision boundaries of the models. Image by author. Let’s start discussing different regularization techniques. Every technique falls into one of the following two categories: explicit or implicit regularization. It is possible to