Figure 5.5: Sammon mapping of the SOM
Sammon's mapping is used to visualize the relative distances between the codebook vectors of the SOM. As the SOM approximates the probability density function to some extent, there are a lot a codebook vectors, where the data is dense. This can be seen in the Figure 5.5.