Ridge Regression, Lasso Regression, Elasticnet Regression, Machine Learning, Machinelearningalgorithms.
term to the loss function. Regularization is a technique that helps overcome over-fitting problems in machine learning models. It is called Regularization as it helps keep the parameters regular or normal. The common techniques are L1 and L2 Regularization commonly known as Lasso and Ridge