Consistency of Online Random Forests
Denil, Misha, Matheson, David, de Freitas, Nando
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.
May-8-2013