Translations:Loss Functions/37/en

where $ \lambda $ controls the strength of regularisation. Common choices include L2 regularisation ($ R = \|\theta\|_2^2 $) and L1 regularisation ($ R = \|\theta\|_1 $). See Overfitting and Regularization for more detail.