Breadth-first, Depth-next Training of Random Forests

Andreea Anghel, Nikolas Ioannou, Thomas Parnell +3

In this paper we analyze, evaluate, and improve the performance of training Random Forest (RF) models on modern CPU architectures. An exact, state-of-the-art binary decision tree b…