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| HAL : in2p3-00698455, version 1 |
| Fiche détaillée |  Récupérer au format |
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| Journal of Machine Learning Research 13 (2012) 549-553 |
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| Multiboost: a multi-purpose boosting package |
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| D. Benbouzid1, 2R. Busa-Fekete1N. CasagrandeF.-D. CollinB. Kégl1, 2, 3 |
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| (2012) |
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| 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. |
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| 1 : | LAL - Laboratoire de l'Accélérateur Linéaire |
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| 2 : | LRI - Laboratoire de Recherche en Informatique |
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| 3 : | INRIA Saclay - Ile de France - TAO |
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| APPSTAT |
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| Thème(s) | : | Informatique/Algorithme et structure de données |
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| boosting – ADABOOST – MH – FILTERBOOST – cascade classifier |
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| Liste des fichiers attachés à ce document : | |||||
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| in2p3-00698455, version 1 | |
| http://hal.in2p3.fr/in2p3-00698455 | |
| oai:hal.in2p3.fr:in2p3-00698455 | |
| Contributeur : Françoise Marechal | |
| Soumis le : Lundi 21 Mai 2012, 16:39:51 | |
| Dernière modification le : Mardi 30 Octobre 2012, 13:54:12 | |
