Results for "generalization"

How well a model performs on new data drawn from the same (or similar) distribution as training.

Generalization is like a student who learns a subject well enough to answer different types of questions on a test, not just the ones they practiced. In machine learning, generalization means that a model can make accurate predictions on new data it hasn’t seen before. A model that generalizes we...