Machine Learning, Regularization, Linear Regression, Data Science, Overfitting.
parameter for Ridge, for demonstration purposes): Of course, you’ll get a minor random trend in the data, which is unquestioningly picked up by Linear Regression. Ridge regression also picks up the trend, yet weaker. For Lasso and Elastic Net, the linear L1 penalty term is high enough to force the