Yang, Mochen, Edward McFowland III, Gordon Burtch, and Gediminas Adomavicius. "Achieving Reliable Causal Inference with Data-Mined Variables: A Random Forest Approach ...

A random forest is an ensemble (collection) of simple decision tree regressors that have been trained on different random subsets of the source training data. To make a prediction for an input vector ...