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mdatools (version 0.7.0)

plotVariance.pls: Variance plot for PLS

Description

Shows plot with variance values vs. number of components.

Usage

"plotVariance"(obj, decomp = "xdecomp", variance = "expvar", type = "b", main = "X variance", xlab = "Components", ylab = "Explained variance, %", show.labels = F, show.legend = T, ...)

Arguments

obj
a PLS model (object of class pls)
decomp
which decomposition to use ('xdecomp' for x or 'ydecomp' for y)
variance
which variance to use ('expvar', 'cumexpvar)
type
type of the plot('b', 'l' or 'h')
main
main plot title
xlab
label for x axis
ylab
label for y axis
show.labels
logical, show or not labels for the plot elements
show.legend
logical, show or not legend for the plot
...
other plot parameters (see mdaplotg for details)

Details

See examples in help for pls function.