Consistency of Online Random Forests
Misha Denil, David S. Matheson, de Freitas, Nando · arXiv (Cornell University) · 2013
As a testament to their success, the theory of random forests has long been outpaced by their application in practice. In this paper, we take a step towards narrowing this gap by providing a consistency result for online random forests.