generatePlot {somhca} | R Documentation |
Generate SOM Visualization Plots
Description
Creates various types of plots to visualize and evaluate the trained SOM model.
Usage
generatePlot(model, plot_type, data = NULL)
Arguments
model |
A trained SOM model object. |
plot_type |
An integer specifying the type of plot to generate. Options are:
|
data |
A preprocessed data matrix containing the input data. Required only for 'plot_type = 5'. |
Value
A plot or a series of plots is generated and displayed based on the specified type.
Examples
# Create a toy matrix with 9 columns and 100 rows
data <- matrix(rnorm(900), ncol = 9, nrow = 100) # 900 random numbers, 100 rows, 9 columns
# Assign column names to the data matrix
colnames(data) <- paste("Var", 1:ncol(data), sep = "_")
# Run the finalSOM function with the mock data
model <- finalSOM(data, dimension = 6, iterations = 700)
# Generate plots using the mock model
generatePlot(model, plot_type = 2)
generatePlot(model, plot_type = 5, data)
[Package somhca version 0.2.0 Index]