multi_omics {fuseMLR} | R Documentation |
Simulated multiomics data for 70 training participants and 23 testing participants,
each with an effect size of 20 on each layer. Each layer includes 50 participants for
training and 20 for testing. Participants do not perfectly overlap across layers.
The simulation is based on the R package interSIM
.
Description
The dataset is a list containing training and testing data,
called training
and testing
respectively. Each data is a list
containing the following multi_omics at each layer.
Usage
data(multi_omics)
Format
A list with training and testing data contaning methylation, gene expressions and protein expressions data.
Details
-
methylation
: Adata.frame
containing the simulated methylation dataset. -
genexpr
: Adata.frame
containing the gene expression dataset. -
proteinexpr
: Adata.frame
containing the protein expression dataset. -
target
: Adata.frame
with two columns, containing patient IDs and values of target variable.
[Package fuseMLR version 0.0.1 Index]