Project details for Online Random Forests

Logo Online Random Forests 0.11

by amirsaffari - October 3, 2009, 17:25:41 CET [ Project Homepage BibTeX BibTeX for corresponding Paper Download ]

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Description:

This package implements the “Online Random Forests” (ORF) algorithm of Saffari et al., ICCV-OLCV 2009. 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-all or 1-vs-1 binary decompositions.

ORF package is implemented in C++ and uses ATLAS/LAPACK subroutines for high performance computations. Currently, it is only tested under Linux (Debian and Ubuntu), but overall it should be possible to run the package on other operating systems with minimal modifications.

Changes to previous version:

Initial Announcement on mloss.org.

BibTeX Entry: Download
Corresponding Paper BibTeX Entry: Download
URL: Project Homepage
Supported Operating Systems: Linux
Data Formats: Svmlight With Header
Tags: Online Learning, Random Forests
Archive: download here

Other available revisons

Version Changelog Date
0.11

Initial Announcement on mloss.org.

October 3, 2009, 17:25:41
0.1

Initial Announcement on mloss.org.

September 21, 2009, 08:38:16

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