Generate intermediate iterations when performing K-means — kmeans_iterations • klassets

Generate intermediate iterations when performing K-means

Usage

kmeans_iterations(
  df,
  centers = 3,
  tolerance = 1e-05,
  max_iterations = 15,
  verbose = FALSE
)

Arguments

df: A object from sim_groups.
centers: How many clusters.
tolerance: A value to indicating early stop.
max_iterations: Max iterations to calculate.
verbose: A logical value, to show or not iterations messages.

Examples


set.seed(12)

df <- sim_groups(n = 200, groups = 3)

plot(df)


set.seed(124)

kmi <- kmeans_iterations(df, centers = 4, max_iterations = 6)

plot(kmi)