Detecting Concept Drift With Neural Network Model Uncertainty

1 code implementation • 5 Jul 2021 • Lucas Baier, Tim Schlör, Jakob Schöffer, Niklas Kühl

Structural changes over time are detected by applying the ADWIN technique on the uncertainty estimates, and detected drifts trigger a retraining of the prediction model.