plot_profiles function

Plot profile matrix of ADPROCLUS solution

Produce a representation of profile matrix $P$

(or $C$ for low dimensional solution) of an ADPROCLUS solution of class adpc. The plot displays the profiles in the style of a correlation plot. NOTE: This function can also be called through the plot(model, type = "profiles") function with model an object of class adpc.

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

Arguments

• model: Object of class adpc. (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 clustering with K = 3 clusters
clust <- adproclus(x, 3)

# Plot the profile scores of each cluster
plot_profiles(clust)