--- a +++ b/OmicsFold/man/merge.feature.stability.Rd @@ -0,0 +1,29 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/feature_loadings.R +\name{merge.feature.stability} +\alias{merge.feature.stability} +\title{Merge DIABLO stability onto a data frame of features} +\usage{ +\method{merge}{feature.stability}(features, stability) +} +\arguments{ +\item{features}{Data frame of top features, e.g. provided by +get.diablo.top.loadings().} + +\item{stability}{Data frame of feature stability, e.g. provided by +diablo.selection.stability().} +} +\value{ +Data frame combining top features with their measured stability. +} +\description{ +Utility function to combine top loading factors extracted from a trained +multi-omics mixOmics (DIABLO) model with the feature stability, previously +retrieved from the performance evaluation using e.g. +diablo.selection.stability and create a nicely formatted data frame. +} +\examples{ +\dontrun{ +merge.feature.stability(get.diablo.top.loadings(diablo.tuned.analysis$loadings$metab), diablo.selection.stability(perf.diablo.analysis, comp=1, block=1)) +} +}