Data Science, Machine Learning, Regression, Data Analysis, Statistics.
knowledge and potential multicollinearity before discarding variables deemed ‘irrelevant’. Balancing Complexity and Performance: For Elastic Net, balance the computational cost with the model performance benefit gained from tuning two hyperparameters. Regularization remains a dynamic and evolving