Concept Drift

Syllable breakdown

Dictionary meaning

A change in the relationship between input features and the target variable a model is trained to predict, often caused by shifts in the underlying real-world process

Examples

• Credit fraud patterns changed rapidly during the pandemic, creating severe concept drift.
• Unlike data drift, concept drift affects the fundamental relationship the model has learned.

Synonyms: label drift, target drift