Exploratory Clustering and Visualization

This function performs automated clustering using PAM and silhouette method, and visualizes the results using ggplot2 and ggdendro.

exploratory_visualization(data, dotsne = FALSE, verbose = FALSE)

Arguments

data

A data frame with numeric columns.

dotsne

boolean

verbose

boolean

Value

A list containing the combined plot and the optimal k value.