The "examples" directory
========================
This directory contains the following five canned scripts to help you
become familiar with this module. You are urged to execute the scripts as
they are --- without modifying anything in the directory --- in order to
get the results that are shown in the PNG image files. Here we go:
1) canned_example1.pl
This example illustrates 2D clustering of co-located but
overloapping clusters with different covariances.
Unless your run gets trapped in a local maximum, your results
should look like those shown in the following image files:
save_example_1_cluster_plot.png (for hard clustering)
save_example_1_posterior_prob_plot.png (for soft clustering)
If you are using a Linux machine, you can display these image
files with the 'display' utility.
2) canned_example2.pl
This example illustrates 2D clustering involving non-overlapping
clusters.
Unless your run gets trapped in a local maximum, your results
should look like those shown in the following image files:
save_example_2_cluster_plot.png (for hard clustering)
save_example_2_posterior_prob_plot.png (for soft clustering)
3) canned_example3.pl
This example illustrates 2D clustering involving overlapping
clusters whose means are at different locations.
Unless your run gets trapped in a local maximum, your results
should look like those shown in the following image files:
save_example_3_cluster_plot.png (for hard clustering)
save_example_3_posterior_prob_plot.png (for soft clustering)
4) canned_example4.pl
This example illustrates 3D clustering involving non-overlapping
clusters.
Unless your run gets trapped in a local maximum, your results
should look like those shown in the following image files:
save_example_4_cluster_plot.png (for hard clustering)
save_example_4_posterior_prob_plot.png (for soft clustering)
5) canned_example5.pl
This example illustrates 3D clustering involving overlapping
clusters.
Unless your run gets trapped in a local maximum, your results
should look like those shown in the following image files:
save_example_5_cluster_plot.png (for hard clustering)
save_example_5_posterior_prob_plot.png (for soft clustering)
6) canned_example6.pl
This example was added in Version 1.2 to illustrate clustering
of 1-D data.
Unless your run gets trapped in a local maximum, your results
should look like those shown in the following image files:
save_example_6_cluster_plot.png (for hard clustering)
save_example_6_posterior_prob_plot.png (for soft clustering)
========================================================================
Support scripts in the `examples' directory:
1) For generating the data for experiments with clustering
data_generator.pl
2) For cleaning up the `examples' directory
cleanup_directory.pl