Databionic ESOM Tools

Databionic ESOM Tools is a suite of programs to perform data mining tasks.

Version: 1.1
License: GPL
Operating System: Linux
Homepage: databionic-esom.sourceforge.net
Developed by: Fabian Mrchen

Databionic ESOM Tools is a suite of programs to perform data mining tasks like visualization, clustering, and classification with Emergent Self-Organizing Maps (ESOM).

Here are some key features of "Databionic ESOM Tools":

· Training of ESOM with different initialization methods, training algorithms, distance functions, parameter cooling strategies, ESOM grid topologies, and neighborhood kernels.
· Visualization of high dimensional dataspace with U-Matrix, P-Matrix, Component Planes, SDH, and more.
· Animated visualization of the training process.
· Interactive, explorative data analysis and clustering by linking ESOM to the training data, data classifications, and data descriptions.
· Creation of ESOM classifier and automated application to new data.
· Creation of non-redundant U-Maps from toroid ESOM.

Requirements:

· Java Runtime Environment (JRE) 5 or later

What's New in This Release:

· This release adds Hammig distance, new training strategies for speeding large datasets, and "tab" for calculating different error values to an existing map.
· Users are now asked to confirm overwriting when saving files.
· The add and subtract behavior of classmask floodfill has been fixed.