Neural network model calibration is about making a model’s predicted probabilities actually reflect reality.
https://chatgpt.com/c/692799b5-ff80-8320-8ac6-b16bbd97f589
https://scikit-learn.org/stable/modules/calibration.html
https://github.com/efs-opensource/calibration-framework
https://iclr-blogposts.github.io/2025/blog/calibration