Machine Learning, Overfitting, Regularization, Artificial Intelligence, Data Science.
overfit. In L1 or L2 regularization, we can add a penalty term on the cost function to push the estimated coefficients towards zero (and not take more extreme values). L2 regularization allows weights to decay towards zero but not to zero, while L1 regularization allows weights to decay to zero. 6.