Probability Calibration Trees

Tim Leathart, Eibe Frank, Geoffrey Holmes, Bernhard Pfahringer

Abstract: Obtaining accurate and well calibrated probability estimates from classifiers is useful in many applications, for example, when minimising the expected cost of classifications. Existing methods of ...