Logistic Regression, Machine Learning, Classification, Regularization, Algorithms.
classified on the basis of penalty. The types of regularization are: L1 Regularization L1 regularization is also called Lasso Regression or L1-norm. It adds an L1 penalty of the absolute value of the magnitude of the weight vector (W). L1 regularization is preferred if we have a huge amount of