A Survey on Concept Drift Adaptation

Our summary

The standard reference on concept drift — when the relationship between inputs and the target changes over time — categorizing detection strategies and the evaluation methodology for adaptive systems.

Why it matters

Frames drift and decay as a first-class, monitorable phenomenon, the premise of re-running a fixed suite against each release to catch quiet regressions.

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