Refinement revisited with connections to Bayes error, conditional entropy and calibrated classifiers

Hamed Masnadi-Shirazi

The concept of refinement from probability elicitation is considered for proper scoring rules. Taking directions from the axioms of probability, refinement is further clarified usi…