summary.missSOM {missSOM}

Summary and print methods for missSOM objects

Description

Summary and print methods for missSOM 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, the distance functions used, 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 'missSOM'
summary(object, ...)
## S3 method for class 'missSOM'
print(x, ...)

## S3 method for class 'missSOM'
print(x, ...)

Arguments

object

a missSOM object

...

Not used.

x

a kohonen object

Value

No return a value.

See Also

imputeSOM

Examples

data(wines)
som.wines <- imputeSOM(scale(wines), grid = somgrid(5, 5, "hexagonal"))
som.wines
summary(som.wines)