Distribution calibration for regression

Hao Song, Tom Diethe, Meelis Kull, Peter A. Flach

Abstract: We are concerned with obtaining well-calibrated output distributions from regression models. Such distributions allow us to quantify the uncertainty that the model has regarding the predicted targe...