Data Science, Machine Learning, Linear Regression, Ridge Regression, Lasso Regression.
techniques like cross-validation. Does Not Perform Feature Selection: Unlike Lasso, Ridge does not force any coefficients to be exactly zero. This means it does not perform feature selection and can lead to models that are harder to interpret. Bias Introducing: The regularization term in Ridge