Consistency of Online Random Forests
Misha Denil‚ David Matheson and Nando de Freitas
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.
International Conference on Machine Learning (ICML)
JMLR &CPW 28 (3): 1256–1264‚ 2013