% 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.

}