A Comparison of Resampling and Recursive Partitioning Methods in Random Forest for Estimating the Asymptotic Variance Using the Infinitesimal Jackknife

no code implementations • 19 Jun 2017 • Cole Brokamp, MB Rao, Patrick Ryan, Roman Jandarov

Here, we conduct simulation experiments using a novel approach to explore the applicability of the IJ to random forests using variations on the resampling method and base learner.

Selection bias Variable Selection