Performance metrics for intervention-triggering prediction models do not reflect an expected reduction in outcomes from using the model

no code implementations • 2 Jun 2020 • Alejandro Schuler, Aashish Bhardwaj, Vincent Liu

Clinical researchers often select among and evaluate risk prediction models using standard machine learning metrics based on confusion matrices.

valid