Performance Estimation in Binary Classification Using Calibrated Confidence

Juhani Kivimäki, Jakub Białek, Wojtek Kuberski +1

Model monitoring is a critical component of the machine learning lifecycle, safeguarding against undetected drops in the model's performance after deployment. Traditionally, perfor…