--- a +++ b/OmicsFold/man/get.diablo.top.loadings.with.stability.Rd @@ -0,0 +1,39 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/feature_loadings.R +\name{get.diablo.top.loadings.with.stability} +\alias{get.diablo.top.loadings.with.stability} +\title{Get DIABLO top loadings and stabilities} +\usage{ +get.diablo.top.loadings.with.stability( + trained.model, + perf.result, + block, + feature.count = 20 +) +} +\arguments{ +\item{trained.model}{A multiomics DIABLO model.} + +\item{perf.result}{The results from a perf test on the above model.} + +\item{block}{The name or index of the block to get the data for.} + +\item{feature.count}{The number of top loadings from each component to +include.} +} +\value{ +A dataframe containing the top (by absolute magnitude) factor +loadings for each component and selection stability values for those +features. +} +\description{ +Get a dataframe showing the top ranked loading factors for a trained mixOmics +multi-omics DIABLO model along with selection stability values. Where a +feature appears in more than one component, the selection stability value +shown is for the lowest numbered component. +} +\examples{ +\dontrun{ +get.diablo.top.loadings.with.stability(diablo.model, diablo.perf.result, 'species', 100) +} +}