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factoextra (version 1.0.3)

multishapes: A dataset containing clusters of multiple shapes

Description

Data containing clusters of any shapes. Useful for comparing density-based clustering (DBSCAN) and standard partitioning methods such as k-means clustering.

Usage

data("multishapes")

Arguments

Format

A data frame with 1100 observations on the following 3 variables.
x
a numeric vector containing the x coordinates of observations
y
a numeric vector containing the y coordinates of observations
shape
a numeric vector corresponding to the cluster number of each observations.

Details

The dataset contains 5 clusters and some outliers/noises.

Examples

Run this code

data(multishapes)
plot(multishapes[,1], multishapes[, 2],
    col = multishapes[, 3], pch = 19, cex = 0.8)


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