--- a +++ b/OmicsFold/man/quick.permuted.fit.Rd @@ -0,0 +1,30 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/permutation.R +\name{quick.permuted.fit} +\alias{quick.permuted.fit} +\title{Perform a fast model fit with permuted labels} +\usage{ +quick.permuted.fit(data, design, data.labels, ncomp, list.keepX.permuted) +} +\arguments{ +\item{data}{Object containing input data blocks.} + +\item{design}{DIABLO block relation design matrix.} + +\item{data.labels}{Unpermuted data class labels.} + +\item{ncomp}{Number of components to use in the model.} + +\item{list.keepX.permuted}{Set number of variable to select from each block.} +} +\value{ +List containing a representation of the permuted labels, an estimate +of the permutation degree (as stochastically permutation may scramble the +labels more or less thoroughly) and the balanced error rate over one and two +components. +} +\description{ +Perform a quick multi-omic model fit to data with permutated class labels. +This does not perform the (slow) step of sparse variable or component number +selection - so may be more approximate. +}