Data Science, Machine Learning, Linear Regression, Ridge Regression, Lasso Regression.
many features, or when there are more features than observations. Limitations of Ridge Regression: Selection of Regularization Parameter: The performance of Ridge Regression is sensitive to the choice of the regularization parameter, λ. Choosing the best value often requires trial and error or