Many measures used in evaluating AI prediction models do not measure the intended parameter. AUC, calibration plot, and decision curve analysis are recommended for evaluation.
Reposted from
Maarten van Smeden
NEW PREPRINT
A detailed overview of 32 popular predictive performance metrics for prediction models
arxiv.org/abs/2412.10288
A detailed overview of 32 popular predictive performance metrics for prediction models
arxiv.org/abs/2412.10288
Comments