Switching Scheme: A Novel Approach for Handling Incremental Concept Drift in Real-World Data Sets

no code implementations • 5 Nov 2020 • Lucas Baier, Vincent Kellner, Niklas Kühl, Gerhard Satzger

For efficient concept drift handling, we introduce the switching scheme which combines the two principles of retraining and updating of a machine learning model.

BIG-bench Machine Learning