Federated Evaluation

The machine learning lifecycle requires rigorous validation. CAFEIN provides federated evaluation tools that allow models to be tested across diverse data sources held by research institutes and experimental facilities worldwide. This ensures AI models are not only accurate but also reproducible, generalizable, and trustworthy across the heterogeneous environments where CERN and its partners operate.