Lasso Regression, Regression, Regression Analysis, Data Science, Machine Learning.
more interpretable model. Applications of Lasso Regression Feature Selection: Lasso Regression is widely used for feature selection in high-dimensional datasets. By forcing some coefficients to zero, it automatically identifies and retains only the most important features for prediction, which can