Regularization changes the training objective, architecture, or stopping process to discourage brittle complexity and improve generalization. This guide explains the mechanism, trade-offs, evaluation, and controls that matter in practice.
Regularization changes the training objective, architecture, or stopping process to discourage brittle complexity and improve generalization. This guide explains the mechanism, trade-offs, evaluation, and controls that matter in practice.