--- a +++ b/OmicsFold/man/train.permuted.model.Rd @@ -0,0 +1,26 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/permutation.R +\name{train.permuted.model} +\alias{train.permuted.model} +\title{Perform a re-fit for a DIABLO model after permuting labels} +\usage{ +train.permuted.model(data, design, data.labels, test.keepX) +} +\arguments{ +\item{data}{Object containing input data blocks.} + +\item{design}{DIABLO block relation design matrix.} + +\item{data.labels}{Unpermuted data class labels.} + +\item{test.keepX}{Array of values to test for sparse model training.} +} +\value{ +Model performance balanced error rate. +} +\description{ +Perform a full multi-omics model fitting and performance assessment after +permuting the labels associated with the classes. This can take some time. +This is useful when you want to assess whether a model is capable of +overfitting the data it was given. +}