Lasso Regression, Regression, Regression Analysis, Data Science, Machine Learning.
variables. Challenges of Lasso Regression Selection of λ: Choosing an appropriate value for the regularization parameter (λ) can be challenging. It often requires cross-validation to find the optimal λ that balances bias and variance. Unstable with Highly Correlated Features: Lasso may arbitrarily