Binary Classifier Calibration using an Ensemble of Near Isotonic Regression Models

Mahdi Pakdaman Naeini, Gregory F. Cooper

Learning accurate probabilistic models from data is crucial in many practical tasks in data mining. In this paper we present a new non-parametric calibration method called \textit{…