% Generated by roxygen2: do not edit by hand

% Please edit documentation in R/sample_analysis.R

\name{find.feature.associations}

\alias{find.feature.associations}

\title{Extract and plot feature associations in a DIABLO model}

\usage{

find.feature.associations(diablo.tuned, block.count)

}

\arguments{

\item{block.count}{Number of blocks used in the model.}

\item{diablo}{Trained mixOmics multi-omics (DIABLO) model.}

}

\value{

Matrix including the association of all selected features across all

blocks. E.g. for a three block multi-omic model, this will include the top 20

features from each block, and so return a 60x60 covariance matrix.

}

\description{

Extract feature vs. feature association (mutual information) data for a

multi-omics mixOmics (DIABLO) model, and plot this as a heatmap. This is the

same data used to create the circos and network plots, but includes all

interactions for the top twenty features from each block.

}

\examples{

\dontrun{

find.feature.associations(diablo.trained.analysis, 3)

}

}