Field-aware Calibration: A Simple and Empirically Strong Method for Reliable Probabilistic Predictions

Feiyang Pan, Xiang Ao, Pingzhong Tang +4

It is often observed that the probabilistic predictions given by a machine learning model can disagree with averaged actual outcomes on specific subsets of data, which is also know…