pairs.outliers {odetector} | R Documentation |
Scatter plots for diagnosing outliers
Description
Plots the scatter plots showing the outliers found in a data set.
Usage
## S3 method for class 'outliers'
pairs(x, ...)
Arguments
x |
an object of |
... |
additional arguments for S3 method |
Value
scatter plots showing the outliers by the variable pairs.
Author(s)
Zeynel Cebeci, Cagatay Cebeci, Yalcin Tahtali
See Also
detect.outliers
,
plot.outliers
,
print.outliers
,
remove.outliers
,
summary.outliers
Examples
# Load the dataset x3p4c and extract the first three columns to x
data(x3p4c)
x <- x3p4c[,1:3]
# For 4 clusters, run Unsupervised Possibilistic Fuzzy C-Means (UPFC) algorithm
# of the package ppclust
res.upfc <- ppclust::upfc(x, centers=4)
# Detect the outliers
out <- detect.outliers(res.upfc)
# Plot the outliers by the variable pairs
pairs(out)
[Package odetector version 1.0.1 Index]