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On-line Random Forests Amir Saffari, Christian Leistner, Jakob Santner Martin Godec, Horst Bischof Institute for Computer Graphics and Vision Graz University of Technology, Austria October 3, 2009 Graz University of Technology Introduction On-line Random Forests Experiments Discussions Motivations Random Forest (RF) is an ensemble of random trees. Saffari et al. On-line Random Forests Graz Univers
A new and relatively faster implementation of this algorithm exists in my “Online Multi-Class LPBoost” package. This package implements the “Online Random Forests” (ORF) algorithm of Saffari et al., ICCV-OLCV 2009 [1]. This algorithm extends the offline Random Forests (RF) to learn from online training data samples. ORF is a multi-class classifier which is able to learn the classifier without 1-vs
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