التفاصيل البيبلوغرافية
| العنوان: |
MULTIBOOST: A Multi-purpose Boosting Package. |
| المؤلفون: |
Casagrande, Norman1 NORMAN@WAVII.COM, Benbouzid, Djalel2 DJALEL.BENBOUZID@GMAIL.COM, Busa-Fekete, Róbert2 BUSAROBI@GMAIL.COM, Collin, François-David2 FRADAV@GMAIL.COM, Kégl, Balázs2 BALAZS.KEGL@GMAIL.COM, Sonnenburg, Sören |
| المصدر: |
Journal of Machine Learning Research. Mar2012, Vol. 13 Issue 3, p549-553. 5p. |
| مصطلحات موضوعية: |
*C++, *OBJECT-oriented programming languages, *COMPUTER software, BOOSTING algorithms, CLASSIFIERS (Linguistics), SUPERVISED learning |
| مستخلص: |
The MULTIBOOST package provides a fast C++ implementation of multi-class/multi-label/multitask 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. [ABSTRACT FROM AUTHOR] |
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