generalization
Definizione
Generalization is a fundamental concept in machine learning that refers to the ability of a model to perform well on new, unseen data that was not part of the training dataset. A model that generalizes well can accurately predict outcomes for inputs it has never encountered before, which is crucial for its practical application.