--- a
+++ b/OmicsFold/man/feature.selection.stability.Rd
@@ -0,0 +1,34 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/feature_loadings.R
+\name{feature.selection.stability}
+\alias{feature.selection.stability}
+\title{Extract sPLS-DA feature selection stability}
+\usage{
+feature.selection.stability(splsda.model, splsda.perf, comp)
+}
+\arguments{
+\item{splsda.model}{Trained mixOmics sPLS-DA model.}
+
+\item{splsda.perf}{Performance evaluation of the sPLS-DA model generated by
+mixOmics perf.}
+
+\item{comp}{Component number of which to retrieve feature selection
+stabilities.}
+}
+\value{
+A data frame containing the features selected for the specificed
+component and their relative stability, as a proportion of trained models
+0-1.
+}
+\description{
+Extract feature selection stabilities for a given component from a
+performance validated mixOmics sPLS-DA model Feature stabilities are an
+important indicator of the confidence that a selected feature is predictive
+for the outcome classes in the model, and hence (in combination with the
+loading weight) is likely to be of biological significance.
+}
+\examples{
+\dontrun{
+feature.selection.stability(splsda.analysis, perf.splsda.analysis, comp=1)
+}
+}