LIBIRWLS
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Main command to train a full SVM using the parallel IRWLS procedure. More...
#include <omp.h>
#include <stdlib.h>
#include <math.h>
#include <string.h>
#include <time.h>
#include <sys/time.h>
#include "ParallelAlgorithms.h"
#include "full-train.h"
#include "kernels.h"
Functions | |
int | main (int argc, char **argv) |
Is the main function to build the executable file to train a full SVM using the parallel IRWLS procedure. | |
Main command to train a full SVM using the parallel IRWLS procedure.
For a detailed description of the algorithm and its parameters read the following paper:
Pérez-Cruz, F., Alarcón-Diana, P. L., Navia-Vázquez, A., & Artés-Rodríguez, A. (2001). Fast Training of Support Vector Classifiers. In Advances in Neural Information Processing Systems (pp. 734-740)
For a detailed description about the parallelization read the following paper:
Díaz-Morales, R., & Navia-Vázquez, Á. (2016). Efficient parallel implementation of kernel methods. Neurocomputing, 191, 175-186.