L1 Regularization, L2 Regularization, Pruning, Support Vector Machine.
pruning for classification models. 1. L1 and L2 Regularization Regularization is a technique to prevent overfitting by adding penalty terms to the loss function. L1 Regularization: Also known as Lasso Regularization, it adds the sum of the absolute values of the coefficients as a penalty term. L2