LIBIRWLS
|
It builds the command line instruction to train a budgeted 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 "LIBIRWLS-predict.h"
#include "budgeted-train.h"
#include "kernels.h"
#include "ParallelAlgorithms.h"
It builds the command line instruction to train a budgeted SVM using the parallel IRWLS procedure.
See budgeted-train.h for a detailed description of its functions and parameters.
For a detailed description of the algorithm and its parameters read the following paper:
Díaz-Morales, R., & Navia-Vázquez, Á. (2016). Efficient parallel implementation of kernel methods. Neurocomputing, 191, 175-186.