All terms
Foundations
Classification
A task where a model assigns each input to one of a set of discrete categories.
Definition
Classification is a machine learning task where a model assigns inputs to discrete categories, such as spam versus not spam, or identifying which animal appears in a photo. It is one of the most common supervised learning problems, with the model trained on labeled examples and judged on how accurately it labels new ones.