--- a
+++ b/OmicsFold/man/diablo.selection.stability.Rd
@@ -0,0 +1,36 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/feature_loadings.R
+\name{diablo.selection.stability}
+\alias{diablo.selection.stability}
+\title{Extract DIABLO feature selection stability}
+\usage{
+diablo.selection.stability(diablo.perf, comp, block)
+}
+\arguments{
+\item{diablo.perf}{Performance evaluation of the DIABLO model generated by
+mixOmics perf.}
+
+\item{comp}{Component number for which to retrieve feature selection
+stabilities.}
+
+\item{block}{Block number for which to retrieve feature selection
+stabilities.}
+}
+\value{
+A data frame containing the  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 multi-omics DIABLO 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. Features
+are retrieved for a single specified block and component.
+}
+\examples{
+\dontrun{
+diablo.selection.stability(perf.diablo.analysis, comp=1, block=1)
+}
+}