Data Science, Regularization, Machine Learning, Editors Pick, Hands On Tutorials.
control overfitting and create a model with high predictive accuracy, while keeping it as simple as possible. In practice, regularization tunes the values of the coefficients. Some coefficients can end up with such a negligible contribution to the model or even be equal to zero and you can