ex7_distancematrix

这是一个关于c-cluster的技术文章,它详细地介绍了cluster的一些技术分类及算法等,是学习聚类的入门好教程.

#!/usr/perl/perl580/bin/perl -w

use strict;
use Algorithm::Cluster qw/distancematrix/;

my $weight =  [ 1,1 ];
                                                                                
my $data =  [
                                                                                
        [ 1.1, 1.2 ],
        [ 1.4, 1.3 ],
        [ 1.1, 1.5 ],
        [ 2.0, 1.5 ],
        [ 1.7, 1.9 ],
        [ 1.7, 1.9 ],
        [ 5.7, 5.9 ],
        [ 3.1, 3.3 ],
        [ 5.4, 5.3 ],
        [ 5.1, 5.5 ],
        [ 5.1, 5.2 ],
];

my $mask =  [
                                                                                
        [ 1, 1 ],
        [ 1, 1 ],
        [ 1, 1 ],
        [ 1, 1 ],
        [ 1, 1 ],
        [ 1, 1 ],
        [ 1, 1 ],
        [ 1, 1 ],
        [ 1, 1 ],
        [ 1, 1 ],
        [ 1, 1 ],
];
                                                                                

#------------------
# Define the params we want to pass to distancematrix
my %params = (
	transpose =>         0,
	dist      =>       'e',
	data      =>     $data,
	mask      =>     $mask,
	weight    =>   $weight,
);


#------------------
# Here is where we invoke the library function!
#
printf("Calculating the distance matrix\n");

my $matrix = distancematrix(%params);
#
#------------------

my $row;
my $number;

foreach $row (@{$matrix}) {
	foreach $number (@{$row}) {
		printf("%7.3f\t", $number);
	}
	printf("\n");
}