ruspini {cluster} | R Documentation

## Ruspini Data

### Description

The Ruspini data set, consisting of 75 points in four groups that is popular for illustrating clustering techniques.

### Usage

    data(ruspini)

### Format

A data frame with 75 observations on 2 variables giving the x and y coordinates of the points, respectively.

### Source

E. H. Ruspini (1970): Numerical methods for fuzzy clustering. Inform. Sci., 2, 319–350.

### References

Anja Struyf, Mia Hubert & Peter J. Rousseeuw (1996): Clustering in an Object-Oriented Environment. Journal of Statistical Software, 1. http://www.stat.ucla.edu/journals/jss/

### Examples

    data(ruspini)

    ## Plot similar to Figure 4 in Stryuf et al (1996)
    ## Not run: plot(pam(ruspini, 4), ask = TRUE)

    ## Plot similar to Figure 6 in Stryuf et al (1996)
    plot(fanny(ruspini, 5))

[Package cluster version 1.11.0 Index]