RFpredInterval: An R Package for Prediction Intervals with Random Forests and Boosted Forests

Cansu Alakus, Denis Larocque, Aurelie Labbe

Like many predictive models, random forests provide point predictions for new observations. Besides the point prediction, it is important to quantify the uncertainty in the predict…