Summary and print methods for kohonen objects

Description

Summary and print methods for kohonen objects. The print method shows the dimensions and the topology of the map; if information on the training data is included, the summary method additionally prints information on the size of the data and the mean distance of an object to its closest codebookvector, which is an indication of the quality of the mapping.

Usage

## S3 method for class 'kohonen'
summary(object, ...)
## S3 method for class 'kohonen'
print(x, ...)

Arguments

Author(s)

Ron Wehrens

See Also

som, xyf, bdk, supersom

Examples

data(wines)
xyf.wines <- xyf(scale(wines), classvec2classmat(wine.classes),
                 grid = somgrid(5, 5, "hexagonal"))
xyf.wines
summary(xyf.wines)

Results