approxsvm | Approximating nonlinear SVM models with RBF kernel

approxsvm is a Shell library. approxsvm has no bugs, it has no vulnerabilities and it has low support. However approxsvm has a Non-SPDX License. You can download it from GitHub.

*** approxsvm *** approximating nonlinear svm models with rbf kernel. this project is a c++ implementation of a second-order maclaurin series approximation of libsvm models using an rbf kernel. this approximation greatly increases prediction speed for models with many support vectors but in few dimensions. for mathematical details, please refer to the associated publication at: ftp://ftp.esat.kuleuven.be/pub/sista/claesenm/reports/14-26.pdf. in this project we only provide the implementation of the approximation. for reference, a script and data to execute most of the experiments reported in the manuscript listed above using the tools in this project are available at the following location (about 30 mb in size): if you use this software, please acknowledge it in publications. depending on what facilities are available on your platform, several options exist for computations. the configure script detects presence of blas routines on your platform and uses them if possible. if not available, a naive (slow) fallback implementation is used instead. if you have atlas on your system, make