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A simple toy dataset consists of two interleaving half circles.

Usage

noisy_moon

Format

noisy_moon

A data frame with 100 rows and 5 columns:

x, y

Coordinates of each observations.

label

Ground truth labels. Either 1 or 2.

kmeans_label

Predicted clustering labels using kmeans with 2 centers.

hdbscan_label

Predicted clustering labels using hdbscan with minPts = 5.