Machine Learning, Linear Regression, Ridge Regression, Lasso Regression, Genomics.
different coefficients (beta). As you can see, Ridge is shrinking the coefficient increasing λ but it is not actually becoming zero, while Lasso is shrinking to zero the different coefficients. Fig 23. Figure source: adapted from: here What if we combine the two methods? Elastic Net! Elastic net is