Machine Learning & Training

What Is Generalization?

Generalization refers to how well a machine learning model performs on new, unseen data. A model that generalizes well has learned meaningful patterns rather than memorizing the training set. Techniques such as regularization, cross-validation, and early stopping help improve generalization.