Frequency and Density plot based on its iteration

The function will return a frequency plot used for categorical data (its values are string, show a bar plot) or numeric data (show a histogram and density plot) by each iteration

sampling_frequency_iteration(
  irace_results,
  param_name,
  numerical_type = "both",
  file_name = NULL
)

Arguments

irace_results	The data generated when loading the Rdata file created by irace
param_name	String, name of the parameter to be included (example: param_name = "algorithm")
numerical_type	String, (default "both") Indicates the type of plot to be displayed for numerical parameters. "density" shows a density plot, "frequency" shows a frequency plot and "both" show both frequency and density.
file_name	String, file name to save plot (example: "~/path/to/file_name.png")

Value

Frequency and/or density plot

Examples

sampling_frequency_iteration(iraceResults, param_name = "alpha")
sampling_frequency_iteration(iraceResults, param_name = "alpha", numerical_type="density")