toydata1 {ClusTorus} | R Documentation |

## toydata1: Labelled Data for 5 Clusters

### Description

Artificially generated data on the 2 dimensional torus

### Usage

toydata1

### Format

This `data.frame`

contains the following components:

`phi`

column for the first angle

`psi`

column for the second angle

`label`

column for the clustering membership

### Details

toydata1 is an artificial data generated from a mixture of 5 clusters,
where three clusters are sampled from bivariate normal distributions
and the other two are each sampled from the uniform distribution on a rectangle.

### References

This simulation data is from S. Jung, K. Park, B. Kim (2021)
"Clustering on the torus by conformal prediction". Annals of Applied Statistics

[Package

*ClusTorus* version 0.1.3

Index]