A self-organizing map package with three distinguishing features: (1) Automatic cluster centroid detection and visualization using starbursts (2) Convergence index, a statistical quality measure based on the linear combination of map embedding and estimated topographic accuracy (3) A very efficient stochastic training algorithm based on ideas from tensor algebra.
R package for self-organizing maps contains state of the art learning algorithms, visualizations, and evaluation functions.