#!/usr/bin/perl 
# Compute the weight vector of linear SVM based on the model file
# Author: Thorsten Joachims (thorsten@joachims.org)
# Call: perl svm2weight.pl model

open(M,$ARGV[0]) || die();

$l=<M>;
if(($l=<M>) != 0) { die("Not linear Kernel!\n"); }
$l=<M>;
$l=<M>;
$l=<M>;
$l=<M>;
$l=<M>;
$l=<M>; 
$l=<M>;
$l=<M>;
$l=<M>;

if($l !~ /threshold b/) { die("Parsing error!\n"); }

while($l=<M>) {
    ($features,$comments)=split(/#/,$l);
    ($alpha,@f)=split(/ /,$features);
    for $p (@f) {
	($a,$v)=split(/:/,$p);
	$w[$a]+=$alpha*$v;
    }
}

for($i=1;$i<=$#w;$i++) {

# bug fix for zero valued weights 
# (erikve 01/12/2007)
    unless ($w[$i]) { 
        $w[$i] = 0;
    }

    print "$w[$i]\n";
}
    
#for($i=1;$i<=$#w;$i++) {
#    print "$i:$w[$i]\n";
#}