Data Science, Machine Learning, Linear Regression, Ridge Regression, Lasso Regression.
slightly worse performing model might be preferable if it offers significantly better interpretability. In such scenarios, simpler models like Linear Regression might be more suitable. Remember, these are guidelines, not hard-and-fast rules. The best approach will often depend on the specifics of