Hoe machine learning-modellen degraderen: survival analysis als oplossing

Machine learning models face reliability challenges when data patterns shift over time, a problem researchers now approach using survival analysis techniques to predict when models will fail. By treating model degradation as a time-to-failure issue, data scientists can better monitor system health and implement preventive measures before performance collapses.