plot_clusters: Plot Clusters in 2D Space

In tidylearn: A Unified Tidy Interface to R's Machine Learning Ecosystem

Plot Clusters in 2D Space

Description

Visualize clustering results using first two dimensions or specified dimensions

Usage

plot_clusters(
  data,
  cluster_col = "cluster",
  x_col = NULL,
  y_col = NULL,
  centers = NULL,
  title = "Cluster Plot",
  color_noise_black = TRUE
)

Arguments

data	A data frame with cluster assignments
cluster_col	Name of cluster column (default: "cluster")
x_col	X-axis variable (if NULL, uses first numeric column)
y_col	Y-axis variable (if NULL, uses second numeric column)
centers	Optional data frame of cluster centers
title	Plot title
color_noise_black	If TRUE, color noise points (cluster 0) black

Value

A ggplot object

tidylearn documentation built on Feb. 6, 2026, 5:07 p.m.