All terms
Foundations
Regression
A supervised task where a model predicts a continuous numeric value.
Definition
Regression is a supervised learning task where a model predicts a continuous value, such as a price or a temperature, rather than a category. It contrasts with classification, which predicts discrete labels. Models are usually trained by minimizing an error such as mean squared error between predicted and true values across the dataset.