Machine Learning, Neural Networks, Artificial Intelligence, Data Science, Data.
function: 1⁄2λw2 for the L2 norm, and λ|w| for L1. In these expressions, λ is a hyperparameter that controls the degree of regularization in the model. As in any classic regularization setup, adding this extra term will induce the model to balance the loss of its output against the magnitude of its