#include "svm_rbf.h"
#include <stdlib.h>
#include <stdio.h>

main ()
{
	double *VS, *ay;
	int i;
	double h[FEATURE_VECTOR_LENGTH];
	double g;
	double y;

	srand(time(NULL));
	
	g = 50;
	printf("clear all;\n");
	printf("load VS.mat;\n");	
	printf("g=%lf;\n", g);

	// Initialize to random values
	printf("h = [");
	for (i = 0; i < FEATURE_VECTOR_LENGTH; i++) {
		h[i] = rand() / (double) RAND_MAX;
		printf("%lf ", h[i]);
	}
	printf("];\n");

	/* Example usage: */	
	VS = load_VS("VS.txt");
	ay = load_ay("ay.txt");
	y = svm_rbf(h, VS, ay, g);
	free(ay);
	free(VS);
	/* End example usage */
	
	printf("yHat=%lf;\n", y);
	printf("y=rbfSVMtest(h,VS,ay,g);\n");
	printf("y,yHat\n");
}