output_graphs_main: Plotting output of capacity estimation and additional...

In sysbiosig/SLEMI: Statistical Learning Based Estimation of Mutual Information (SLEMI)

Description

INPUT:

Usage

output_graphs_main(data, signal, response, side_variables, cc_output,
  output_path, height = 4, width = 6)

Arguments

data	is a data.frame object
signal	is a character object that indicates columns of data that should be treated as channel's input
response	is a character vector that indicates columns of data that should be treated as channel's output
side_variables	is a character vector that indicates side variables' columns of data
cc_output	a list that is a standard output of capacity_logreg_algorithm function
height	integer indicating the height of a single plot
width	integer indicating the width of a single plot
path	character giving the directory, where graphs should be saved

Value

A list with ggplot or gtable object. Each plot is also saved in 'output_path' directory in separate pdfs files which include:

• MainPlot.pdf - a simple summary plot with basic distribution visualization and capacity estimate

• MainPlot_full.pdf - a comprehensive summary plot with distribution visualization and capacity estimate

• capacity.pdf - a diagram presenting the capacity estimates

• io_relation.pdf - a graph with input-output relation

• kdensities.pdf - kernel density estimator of data distribution

• histograms.pdf - histograms of data

• boxplots.pdf - boxplots of data

• violin.pdf - violin plots of data

sysbiosig/SLEMI documentation built on Oct. 6, 2019, 5:54 a.m.