Machine Learning, Linear Regression, Ridge Regression, Lasso Regression, Genomics.
working using the combination of L2 and L1 penalization and the formula is: Interesting you can use the λ to select the strength of the penalization. Where zero is meaning no penalties, 1 is meaning full penalty and zero is basically equal to simple linear regression. A very smaller value of λ is