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add convert.c for libsvm
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wepe committed Apr 26, 2015
1 parent f6fd821 commit 5f50074
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3 changes: 2 additions & 1 deletion SVM/libsvm liblinear-usage/README.md
Original file line number Diff line number Diff line change
Expand Up @@ -17,10 +17,11 @@ unix系统下的安装方法:到[官网](http://www.csie.ntu.edu.tw/~cjlin/lib

>注:gen_datafile.py是我自己写的一个python脚本,放在我的[github](https://github.com/wepe/MachineLearning/tree/master/SVM/libsvm%20liblinear-usage)

2. 生成可执行文件 a.out,在终端下键入:
2. 编译convert.c生成可执行文件 a.out,在终端下键入:

gcc convert.c

>注:convert.c放在我的[github](https://github.com/wepe/MachineLearning/tree/master/SVM/libsvm%20liblinear-usage)

3. 用上面得到的csv文件和a.out文件生成libsvm格式的文件, 在终端下键入:

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121 changes: 121 additions & 0 deletions SVM/libsvm liblinear-usage/convert.c
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@@ -0,0 +1,121 @@
/*
convert cvs data to libsvm/svm-light format
Updated on Jan 11, 2014 to use strsep() instead of strtok().
*/

#include <stdio.h>
#include <stdlib.h>
#include <string.h>

#ifndef __USE_BSD
char *strsep(char **stringp, const char *delim);
#endif

char buf[10000000];
float feature[100000];

int main(int argc, char **argv)
{
FILE *fp;

if(argc!=2) { fprintf(stderr,"Usage %s filename\n",argv[0]); }
if((fp=fopen(argv[1],"r"))==NULL)
{
fprintf(stderr,"Can't open input file %s\n",argv[1]);
}

while(fscanf(fp,"%[^\n]\n",buf)==1)
{
int i=0,j;
/*
char *p=strtok(buf,",");
feature[i++]=atof(p);
while((p=strtok(NULL,",")))
feature[i++]=atof(p);
*/

char *ptr=buf;
while (ptr != NULL)
{
char *token = strsep(&ptr, ",");
if (strlen(token) == 0)
feature[i++] = 0.0;
else
feature[i++] = atof(token);
}

// --i;
/*
if ((int) feature[i]==1)
printf("-1 ");
else
printf("+1 ");
*/
// printf("%f ", feature[1]);
printf("%d ", (int) feature[0]);
for(j=1;j<i;j++)
if(feature[j]!=0)
printf(" %d:%f",j,feature[j]);


printf("\n");
}
return 0;
}

#ifndef __USE_BSD
/*-
* Copyright (c) 1990, 1993
* The Regents of the University of California. All rights reserved.
*
* Redistribution and use in source and binary forms, with or without
* modification, are permitted provided that the following conditions
* are met:
* 1. Redistributions of source code must retain the above copyright
* notice, this list of conditions and the following disclaimer.
* 2. Redistributions in binary form must reproduce the above copyright
* notice, this list of conditions and the following disclaimer in the
* documentation and/or other materials provided with the distribution.
* 4. Neither the name of the University nor the names of its contributors
* may be used to endorse or promote products derived from this software
* without specific prior written permission.
*
* THIS SOFTWARE IS PROVIDED BY THE REGENTS AND CONTRIBUTORS ``AS IS'' AND
* ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
* IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
* ARE DISCLAIMED. IN NO EVENT SHALL THE REGENTS OR CONTRIBUTORS BE LIABLE
* FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
* DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS
* OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION)
* HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT
* LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY
* OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF
* SUCH DAMAGE.
*/
char *strsep(char **stringp, const char *delim){
char *s;
const char *spanp;
int c, sc;
char *tok;

if ((s = *stringp) == NULL)
return (NULL);
for (tok = s;;) {
c = *s++;
spanp = delim;
do {
if ((sc = *spanp++) == c) {
if (c == 0)
s = NULL;
else
s[-1] = 0;
*stringp = s;
return (tok);
}
} while (sc != 0);
}
}
#endif

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