Machine Learning, Deep Learning, Artificial Intelligence, AI, Neural Networks.
generalization error. We typically use validation set when comparing models with values for λs and pick the one with the lowest validation error. Only use regularization if the model suffers from overfitting, i.e training error ≪validation error. If after using regularization the validation error