# Self-Organizing Maps with Built-in Missing Data Imputation

## Documentation for package ‘missSOM’ version 1.0.0

- DESCRIPTION file.

## Help Pages

add.cluster.boundaries | Plot missSOM object
identify.missSOM | Plot missSOM object
imputeSOM | The Self-Organizing Maps with Built-in Missing Data Imputation.
map | Map data to a supervised or unsupervised SOM
map.missSOM | Map data to a supervised or unsupervised SOM
missSOM | missSOM
nir | Title Near-infrared data with temperature effects
object.distances | Calculate distances between object vectors in a SOM
plot.missSOM | Plot missSOM object
print.missSOM | Summary and print methods for missSOM objects
somgrid | SOM-grid related functions
summary.missSOM | Summary and print methods for missSOM objects
tricolor | Provides smooth unit colors for SOMs
unit.distances | SOM-grid related functions
vintages | Wine data
wines | Wine data
yeast | Title Yeast cell-cycle data