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Concept Drift vs Data Drift: How AI Can Beat the Change

Viso.ai

Two of the most important concepts underlying this area of study are concept drift vs data drift. In most cases, this necessitates updating the model to account for this “model drift” to preserve accuracy. An example of how data drift may occur is in the context of changing mobile usage patterns over time.