mloss | Projects authored by slobodan vucetic.

BudgetedSVM v1.1

by nemanja - February 12, 2014, 20:53:45 CET [ ] 11861 views, 2177 downloads, 0 subscriptions

About: BudgetedSVM is an open-source C++ toolbox for scalable non-linear classification. The toolbox can be seen as a missing link between LibLinear and LibSVM, combining the efficiency of linear with the accuracy of kernel SVM. We provide an Application Programming Interface for efficient training and testing of non-linear classifiers, supported by data structures designed for handling data which cannot fit in memory. We also provide command-line and Matlab interfaces, providing users with an efficient, easy-to-use tool for large-scale non-linear classification.

Changes:

Changed license from LGPL v3 to Modified BSD.

Authors: Nemanja Djuric, Liang Lan, Slobodan Vucetic, Zhuang Wang
License: Bsd 3 Clause License
Programming Language: C++, Matlab

Operating System: Linux, Windows, Mac Os X
Data Formats: Libsvm Format
JMLR-MLOSS Publication: JMLR Page
Tags: Svm, Large Scale Learning, Big Data, Machine Learning Toolbox, Nonlinear Classification

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BudgetedSVM v1.1