Robustness
Robustness: The ability to maintain acceptable performance under noise, perturbations, shifts or adverse operating conditions. It must be declared against a specific threat or transformation. Worst-case and segment tests complement average accuracy. This perspective connects the definition with practical behaviour in artificial intelligence systems.
In italiano: RobustezzaLegge V · Overfitting, bias e collasso dei modelliIt must be declared against a specific threat or transformation. Worst-case and segment tests complement average accuracy.