plot_vars_by_comp function

Plot variable to component matrix of ADPROCLUS solution

Produce a representation of variable to component matrix $B'$ of a low dimensional ADPROCLUS solution of class adpc. The plot displays the scores in the style of a correlation plot. NOTE: This function can be called through the plot(model, type = "vars_by_comp") function with model an object of class adpc.

plot_vars_by_comp(model, title = NULL, label_color = "black", ...)

Arguments

• model: Object of class adpc. Must be Low dimensional

  ADPROCLUS solution

• title: String. Optional title.

• label_color: String. The color of the text labels. Default: "black"

• ...: Additional arguments passing to the corrplot::corrplot() function, to customize the plot

Returns

Invisibly returns the input model.

Examples

# Loading a test dataset into the global environment
x <- stackloss

# Quick low dimensional clustering with K = 3 clusters and S = 1 dimensions
clust <- adproclus_low_dim(x, 3, 1)

# Plot the matrix B', connecting components with variables
plot_vars_by_comp(clust)