SLEMI (version 1.0.2)

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

Description

INPUT:

Usage

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

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

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

output_path

character giving the directory, where graphs should be saved

height

integer indicating the height of a single plot

width

integer indicating the width of a single plot