Section: New Software and Platforms

MultiBoost

multi-purpose boosting package

Keywords: Multi-class - Multi-label classification

Functional Description

The MultiBoost package provides a fast C++ implementation of multi-class/multi-label/multi-task boosting algorithms. It is based on AdaBoost.MH but it also implements popular cascade classifiers, Arc-GV , and FilterBoost . The package contains common multi-class base learners (stumps, trees, products, Haar filters). Further base learners and strong learners following the boosting paradigm can be easily implemented in a flexible framework.

• Participants: Balasz Kegl, Robert Busa-Fekete and Djalel Benbouzid

• Contact: Balasz Kegl

• URL: http://www.multiboost.org/