# svmplus_matlab
An implementation of SVM+ with MATLAB QP solver. It has also been tested with MOSEK QP solver.
A faster implementation of kernel SVM+ based on a new SVM+ formulation is also released. You need libsvm to run it.
If you feel it is useful, please cite the following papers:
Wen Li, Dengxin Dai, Mingkui Tan, Dong Xu, and Luc Van Gool, “Fast Algorithms for Linear and Kernel SVM+,” IEEE International Conference on Computer Vision and Pattern Recognition(CVPR),2016
For any question, please contact Wen Li via liwenbnu@gmail.com.
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Dependencies
The <a href="http://www.csie.ntu.edu.tw/~cjlin/libsvm/">libsvm</a> library is needed. I have included a compiled mex file (Windows64 version). For other platform, please
* download the latest libsvm package, and run "\<LIBSVM_ROOT\>/matlab/make.m" to comiple the mex file compatiable to your OS.
* Put the obtained mex file in the folder of libsvm+, or add the folder containing mex file to your matlab paths at the beginning of demo_mnist_svmplus.m
<code>addpath('\<LIBSVM_ROOT\>/matlab/')</code>
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How to use
Simple. Run "demo_mnist_svmplus.m", and see the results^_^.
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Copyright
Non-commercial use only. All rights reserved.
An implementation of SVM+ with MATLAB QP solve.zip
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