Building Trees for Probabilistic Prediction via Scoring Rules

Sara Shashaani, Ozge Surer, Matthew Plumlee +1

Decision trees built with data remain in widespread use for nonparametric prediction. Predicting probability distributions is preferred over point predictions when uncertainty play…