Databionic ESOM Tools Databionic ESOM Tools is a suite of programs to perform data mining tasks.
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visualization data mining data visualization Emergent Self-Organizing Maps Databionic ESOM

Databionic ESOM Tools Description

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

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