plot_data_overview {MOFA2} | R Documentation

## Overview of the input data

### Description

Function to do a tile plot showing the missing value structure of the input data

### Usage

    plot_data_overview(object, colors = NULL, show_dimensions = TRUE)

### Arguments

`object` | a `MOFA` object.
`colors` | a vector specifying the colors per view (see example for details).
`show_dimensions` | logical indicating whether to plot the dimensions of the data (default is TRUE).

### Details

This function is helpful to get an overview of the structure of the data. It shows the model dimensionalities (number of samples, groups, views and features) and it indicates which measurements are missing.

### Value

A `ggplot` object

### Examples

    # Using an existing trained model
    file <- system.file("extdata", "model.hdf5", package = "MOFA2")
    model <- load_model(file)
    plot_data_overview(model)

[Package MOFA2 version 1.0.1 Index]