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MultiBoost

swMATH ID: 8498
Software Authors: Benbouzid, Djalel; Busa-Fekete, Róbert; Casagrande, Norman; Collin, François-David; Kégl, Balázs
Description: MultiBoost: a multi-purpose boosting package. 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 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.
Homepage: http://dl.acm.org/citation.cfm?id=2188403
Keywords: boosting; {sc Ada}{sc Boost}.MH; {sc Filter}{sc Boost}; cascade classifier
Related Software: AdaBoost.MH; C4.5
Cited in: 3 Publications

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