Are Concept Drift Detectors Reliable Alarming Systems? -- A Comparative Study

Lorena Poenaru-Olaru, Luis Cruz, Arie van Deursen +1

As machine learning models increasingly replace traditional business logic in the production system, their lifecycle management is becoming a significant concern. Once deployed int…