Thursday, November 6, 2008

SVM using the LIBSVM library

The LIBSVM library contains various support vector algorithms for classification, regression... The implementation is particularly efficient, especially about the processing time, as we will see below. Some documentations are available on the website of the authors.

We have compiled the C source code in a DLL on which we connect TANAGRA. In the first time, only C-SVC, multi-class support vector machine for classification, is available. We will add the other components in the future.

Keywords: SVM, support vector machine, multi-class SVM
Components: Supervised Learning, C-SVC, Bootstrap
Tutorial: en_Tanagra_CSVC_LIBSVM.pdf
Reference: C.C. Chang, C.J. Jin, « LIBSVM – A library for Support Vector Machine »