Machine Learning, Regularization, Linear Regression, Data Science, Overfitting.
significant trends.” Ridge: “I’m easily convinced, but somewhat sluggish.” Elastic Net: “I’m feeling somewhere between Ridge and LASSO.” Let’s see what this looks like in practice. For ten random numbers, we’ll perform a linear fit with each of the four methods above (using an increased lambda