Ridge Regression, Lasso Regression, Elasticnet Regression, Machine Learning, Machinelearningalgorithms.
the picture. A regression model that uses the L1 regularization technique is called Lasso Regression and a model which uses L2 is called Ridge Regression. The key difference between these two is the penalty term. Ridge regression(L2 Regularization) Ridge regression adds the “squared magnitude” of