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