Evaluation and reliability

Concept drift

stable definition

Definition

Concept drift is a change in the relationship between inputs and the correct target, label, or action.

Distinguish it from nearby terms

Data drift changes input distributions; concept drift changes what those inputs mean for the task.

Check your understanding

Give an example where inputs look similar but the correct decision changes because the world changed.