Machine Learning, Linear Regression, Ridge Regression, Lasso Regression, Genomics.
coefficients. Or also: And if we solve this equation in matrix notation: Interesting if you remember the bias and variance equation these are becoming: As λ increase the variance decrease but the bias increase, which lead to the fact we have to choose the optimal value for λ. Lasso regression