plotClusters {clues}R Documentation

Plot Scatter Plot of Clusters in a Specified Two Dimensional Space

Description

Plot scatter plot of clusters in a specified two dimensional space.

Usage

plotClusters(y, mem, plot.dim = c(1, 2))

Arguments

y data matrix with rows being a collection of observations and columns being a list of variables.
mem vector of the cluster membership of data points. The cluster member ship takes values: 1, 2, ..., g, where g is the estimated number of clusters.
plot.dim specifies the two dimensions to be plot.

References

Wang, S., Qiu, W., and Zamar, R. H. (2007). CLUES: A non-parametric clustering method based on local shrinking. Computational Statistics & Data Analysis, Vol. 52, issue 1, pages 286-298.

Examples

  # ruspini data
  data(Ruspini)
  ruspini <- Ruspini$ruspini
  ruspini.mem <- Ruspini$ruspini.mem
  
  plotClusters(ruspini, ruspini.mem, plot.dim = c(1, 2))

[Package clues version 0.3.2 Index]