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24 lines
899 B
24 lines
899 B
% Generated by roxygen2: do not edit by hand
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% Please edit documentation in R/pls-vip.R
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\name{extract_pls_vip}
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\alias{extract_pls_vip}
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\title{Extract VIPs (variable importance in the projection) for a PLS
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regression model output returned from model fitting with
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\code{simplerspec::fit_pls()}}
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\usage{
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extract_pls_vip(mout)
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}
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\arguments{
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\item{mout}{Model output list returned from \code{simplerspec::fit_pls()}.}
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}
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\value{
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A tibble data frame with columns \code{wavenumber} and correponding
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VIP values in the column \code{vip} for the finally chosen PLS regression
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model at the final number of PLS components.
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}
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\description{
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VIPs are extracted based on the \code{finalModel} sublist
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in the \code{caret::train} output contained in the \code{model} element
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of the \code{simplerspec::fit_pls()} model output list. The VIPs for
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derived number of PLS components in the \code{finalModel} are computed.
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}
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