Evaluation and reliability

Data drift

stable definition

Definition

Data drift is a change over time in the distribution of inputs or features seen by a system.

Distinguish it from nearby terms

Concept drift changes the relationship between inputs and desired outputs; data drift can occur without that relationship changing.

Check your understanding

Compare current feature distributions with the reference period and determine whether performance also changed.