x5p4c {kpeaks} | R Documentation |
Synthetic Data Set contains 5 Variables and 4 Clusters
Description
A synthetically created data frame consists of five continous variables forming four clusters.
Usage
data(x5p4c)
Format
A data frame with 400 rows and 5 numeric variables:
- p1
a continous variable with one mode
- p2
a continous variable with four modes
- p3
a continous variable with two modes
- p4
a continous variable with three modes
- p5
a continous variable with two modes
Note
The data set x5p4c
is recommended to use in comparing the performances of the internal validity indexes in cluster analysis.
Examples
data(x5p4c)
# descriptive statistics of the variables
summary(x5p4c)
# plot the histogram of the variable p2
hist(x5p4c$p2, breaks=15)
# scatter plots of the variable pairs
pairs(x5p4c)
[Package kpeaks version 1.1.0 Index]