Self-organizing maps help you to recognize interesting clusters in a multi-dimensional data set and to understand the relationship between parameters.
About Self-Organizing Maps Creating Self-Organizing Maps Interpreting Your Self-Organizing Maps Configuring a Self-Organizing Map The Self-Organizing Maps Algorithm