Handling Concept Drifts in Regression Problems -- the Error Intersection Approach

Lucas Baier, Marcel Hofmann, Niklas Kühl +2

Machine learning models are omnipresent for predictions on big data. One challenge of deployed models is the change of the data over time, a phenomenon called concept drift. If not…