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mdatools (version 0.7.0)

plotRMSE.ipls: RMSE development plot

Description

Shows how RMSE develops for each iteration of iPLS selection algorithm

Usage

"plotRMSE"(obj, glob.ncomp = NULL, main = "RMSE development", xlab = "Iterations", ylab = "RMSECV", xlim = NULL, ylim = NULL, ...)

Arguments

obj
iPLS results (object of class ipls)
glob.ncomp
number of components for global PLS model with all intervals
main
main title for the plot
xlab
label for x-axis
ylab
label for y-axis
xlim
limits for x-axis
ylim
limits for y-axis
...
other arguments

Details

The plot shows RMSE values obtained at each iteration of the iPLS selection algorithm as bars. The first bar correspond to the global model with all variables included, second - to the model obtained at the first iteration and so on. Number at the bottom of each bar corresponds to the interval included or excluded at the particular iteration. The selected intervals are shown with green color.

See Also

summary.ipls, plotSelection.ipls