Data Science, Machine Learning, Linear Regression, Ridge Regression, Lasso Regression.
feature from a group of highly correlated features, which might not always be ideal from an interpretation perspective. Difficulty Handling Complex Relationships: While Lasso can prevent overfitting, it might not perform well if the true relationship between features and the target variable is