Asymptotic Distributions and Rates of Convergence for Random Forests via Generalized U-statistics

Wei Peng, Tim Coleman, Lucas Mentch

Random forests remain among the most popular off-the-shelf supervised learning algorithms. Despite their well-documented empirical success, however, until recently, few theoretical…