Self-Organizing Maps with Built-in Missing Data Imputation


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Documentation for package ‘missSOM’ version 1.0.1

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