L1 Regularization, L2 Regularization, Regularization, Early Stopping, Dropout.
effective ways to prevent overfitting is through regularization. Regularization adds a penalty term to the loss function, discouraging the model from assigning too much importance to any one feature. Two common forms of regularization are L1 and L2 regularization. L1 regularization adds the