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AI & Machine Learning · Intermediate

Concept Drift

A change in the relationship between inputs and the target variable over time.

Definition

Concept drift means past patterns no longer predict outcomes, as when fraudsters change tactics. It requires retraining on recent labeled data.

Exam tip

Concept drift requires retraining with newly labeled data; input monitoring alone may not detect it.

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