Two-stage Best-scored Random Forest for Large-scale Regression

Hanyuan Hang, Yingyi Chen, Johan A. K. Suykens

We propose a novel method designed for large-scale regression problems, namely the two-stage best-scored random forest (TBRF). "Best-scored" means to select one regression tree wit…