Regression Analysis, Aviation, Lasso Regression, Ridge Regression, Analytics.
the L1 penalty parameter (alpha) requires careful tuning, which can be time-consuming. 2. Understanding Ridge Regression Ridge regression, like Lasso, is a linear regression technique that introduces a penalty term. However, in Ridge regression, the penalty is based on the L2 norm, resulting in the