Fig 2. Training progress and SOM plots.

Note: The “Training progress” graph indicates as the SOM training iterations distance from each node's weights to the samples represented by that node reduces and plateaus to indicate no more iterations were required. The “Counts plots” indicates reasonable samples were mapped to each node on the map. The “Neighbour distance plot” or U-Matrix indicates the distance between each node and its neighbours.