L1 Regularization, L2 Regularization, Pruning, Support Vector Machine.
non-zero. In contrast, L2 smoothens the coefficient values, pushing them to be small but not necessarily zero. 2. Applying Regularization to Linear Regression With Scikit-learn, adding regularization to linear regression is straightforward. L1 Regularization (Lasso): from sklearn.linear_model