Machine Learning, Linear Regression, Data Science, Artificial Intelligence.
complexity of the model to avoid over-fitting and introduce desirable properties. The two most common regularized models are Ridge and Lasso [2]. Ridge Closed-form estimation of parameters This type uses the Euclidean norm of the weights as the regularization term: It is easy to see that both terms