Table 5

Best SOFM architecture

Number of clusters (c)WidthLengthType of lattice neighborhood structureSilhouette width
Rectangular/Hexagonal 0.3737
Rectangular 0.4292
Rectangular 0.4376
Rectangular/Hexagonal 0.4592
Rectangular 0.4629
Rectangular 0.455
10 Rectangular/Hexagonal 0.4538
11 11 Hexagonal 0.4538
Number of clusters (c)WidthLengthType of lattice neighborhood structureSilhouette width
Rectangular/Hexagonal 0.3737
Rectangular 0.4292
Rectangular 0.4376
Rectangular/Hexagonal 0.4592
Rectangular 0.4629
Rectangular 0.455
10 Rectangular/Hexagonal 0.4538
11 11 Hexagonal 0.4538
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