Evaluating probabilistic classifiers: Reliability diagrams and score decompositions revisited

Timo Dimitriadis, Tilmann Gneiting, Alexander I. Jordan

A probability forecast or probabilistic classifier is reliable or calibrated if the predicted probabilities are matched by ex post observed frequencies, as examined visually in rel…