Plot benchmark summaries

Usage

plot_benchmarks(
  grouping_var,
  benchmark_scope,
  benchmark_dir,
  scores_list,
  score_to_plot = "crps",
  write_files = TRUE
)

Arguments

grouping_var

The variable to plot by, so in this case either location or forecast_date

benchmark_scope

The scope of the benchmarking (so in this case either subset_forecasts or all_forecasts)

benchmark_dir

The directory where the benchmark tables live

scores_list

The list of tables of recent scores

score_to_plot

Which of the scores saved in the benchmarking tables to plot, options are crps, bias, and ae, defualt is crps

write_files

Boolean indicating whether or not to save the plots to disk, default is TRUE

Value

a ggplot object containing a bar chart colored by package/model version and faceted by the grouping variable, with the height of the bar indicating the scores