Outline of an Independent Systematic Blackbox Test for ML-based Systems

Hans-Werner Wiesbrock, Jürgen Großmann

This article proposes a test procedure that can be used to test ML models and ML-based systems independently of the actual training process. In this way, the typical quality statem…