Data Science, Machine Learning, Linear Regression, Ridge Regression, Lasso Regression.
model’s accuracy and interpretability. While Lasso uses the absolute value of the coefficients in its penalty term, Ridge uses the square of the coefficients. This difference has significant implications for how these two models behave. The Ridge Regression cost function is expressed as: Minimize