Confidence-based Estimators for Predictive Performance in Model Monitoring

Juhani Kivimäki, Jakub Białek, Jukka K. Nurminen +1

After a machine learning model has been deployed into production, its predictive performance needs to be monitored. Ideally, such monitoring can be carried out by comparing the mod…