2011
JMLR
JMLR 2011
MSVMpack: A Multi-Class Support Vector Machine Package
Abstract
This paper describes MSVMpack, an open source software package dedicated to our generic model of multi-class support vector machine. All four multi-class support vector machines (M-SVMs) proposed so far in the literature appear as instances of this model. MSVMpack provides for them the first unified implementation and offers a convenient basis to develop other instances. This is also the first parallel implementation for M-SVMs. The package consists in a set of command-line tools with a callable library. The documentation includes a tutorial, a user's guide and a developer's guide. [abs] [ pdf ][ bib ] [ code ] © JMLR 2011. (edit, beta)
🧭
Keyword Pioneer
— multi-class support vector machine
🐝
Cross-Pollinator
— Artificial Intelligence, Computer Science, Deep Learning, Interdisciplinary, Machine Learning, Mathematics & Optimization, Natural Language Processing, Speech & Audio