U-matrix

Data is sliced into dimensions. Example, (a, b, c) becomes a map for a for b and for c

U-matrix visualizes the distances between adjacent neurons. Light areas are “clusters” dark areas as cluster separators.

Useful visualization to find the “natural number” of clusters in the data without any a priori information