% 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)

}

}