{"name":"plotSelection.ipls","title":"iPLS performance plot","pagetitle":"iPLS performance plot — plotSelection.ipls","aliases":"plotSelection.ipls","author":[],"keywords":[],"description":"

Shows PLS performance for each selected or excluded intervals at the\nfirst iteration

","usage":"# S3 method for ipls\nplotSelection(obj, glob.ncomp = NULL, main = \"iPLS results\",\n xlab = obj$xaxis.name, ylab = \"RMSECV\", xlim = NULL, ylim = NULL, ...)","arguments":[{"name":"obj","description":"

iPLS results (object of class ipls)

"},{"name":"glob.ncomp","description":"

number of components for global PLS model with all intervals

"},{"name":"main","description":"

main title for the plot

"},{"name":"xlab","description":"

label for x-axis

"},{"name":"ylab","description":"

label for y-axis

"},{"name":"xlim","description":"

limits for x-axis

"},{"name":"ylim","description":"

limits for y-axis

"},{"name":"...","description":"

other arguments

"}],"has_args":true,"sections":[],"details":"

The plot shows intervals as bars, which height corresponds to RMSECV obtained when particular\ninterval was selected (forward) or excluded (backward) from a model at the first iteration. \nThe intervals found optimal after backward/forward iPLS selection are shown with green color \nwhile the other intervals are gray.

See examples in help for ipls function.

@seealso \n summary.ipls, plotRMSE.ipls

","package":{"package":"mdatools","version":"0.9.1"}}

Description

Usage

Arguments

Details