Measuring the Algorithmic Convergence of Randomized Ensembles: The Regression Setting

Miles E. Lopes, Suofei Wu, Thomas C. M. Lee

When randomized ensemble methods such as bagging and random forests are implemented, a basic question arises: Is the ensemble large enough? In particular, the practitioner desires…