Foundations

Classification

stable definition

Definition

Classification predicts which discrete category or categories apply to an input.

Distinguish it from nearby terms

Regression predicts a continuous value; classification chooses among categorical outcomes.

Check your understanding

Specify the classes, whether more than one may apply, and the cost of each error type.