mclust: plot.mclustBIC – R documentation

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mclust

plot.mclustBIC

BIC Plot for Model-Based Clustering

Description

Plots the BIC values returned by the mclustBIC function.

Usage

## S3 method for class 'mclustBIC'
plot(x, G = NULL, modelNames = NULL, 
     symbols = NULL, colors = NULL, 
     xlab = NULL, ylab = "BIC", 
     legendArgs = list(x = "bottomright", ncol = 2, cex = 1, inset = 0.01), 
     ...)

Arguments

`x`	Output from `mclustBIC`.
`G`	One or more numbers of components corresponding to models fit in `x`. The default is to plot the BIC for all of the numbers of components fit.
`modelNames`	One or more model names corresponding to models fit in `x`. The default is to plot the BIC for all of the models fit.
`symbols`	Either an integer or character vector assigning a plotting symbol to each unique class in `classification`. Elements in `colors` correspond to classes in order of appearance in the sequence of observations (the order used by the function `unique`). The default is given by `mclust.options("classPlotSymbols")`.
`colors`	Either an integer or character vector assigning a color to each unique class in `classification`. Elements in `colors` correspond to classes in order of appearance in the sequence of observations (the order used by the function `unique`). The default is given by `mclust.options("classPlotColors")`.
`xlab`	Optional label for the horizontal axis of the BIC plot.
`ylab`	Label for the vertical axis of the BIC plot.
`legendArgs`	Arguments to pass to the `legend` function. Set to `NULL` for no legend.
`...`	Other graphics parameters.

Value

A plot of the BIC values.

Examples

plot(mclustBIC(precip), legendArgs =  list(x = "bottomleft"))

plot(mclustBIC(faithful))

plot(mclustBIC(iris[,-5]))

mclust

Gaussian Mixture Modelling for Model-Based Clustering, Classification, and Density Estimation

v5.4.10

GPL (>= 2)

Authors

Chris Fraley [aut], Adrian E. Raftery [aut] (<https://orcid.org/0000-0002-6589-301X>), Luca Scrucca [aut, cre] (<https://orcid.org/0000-0003-3826-0484>), Thomas Brendan Murphy [ctb] (<https://orcid.org/0000-0002-5668-7046>), Michael Fop [ctb] (<https://orcid.org/0000-0003-3936-2757>)

Initial release

2022-05-20

plot.mclustBIC

Description

Usage

Arguments

Value

See Also

Examples

mclust

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