Make a dotsinterval plot of relative scores stratified by specified variables.

Make a dotsinterval plot of relative scores stratified by specified variables.

Usage

plot_rel_score_dists(
  scores,
  target_models,
  baseline_model,
  metric_to_compare,
  x = NULL,
  by = NULL,
  order_x = FALSE
)

Arguments

scores

Output of scoringutils::score().

target_models

Model for which to plot relative scores

baseline_model

Baseline model for the relative scores computation.

metric_to_compare

Metric for which to plot relative scores. One of "wis" or "crps". Not case-sensitive.

x

Variable for the x axis. If NULL, plot a single distribution.

by

additional variables defining a single score to plot. Passed along with the variable in x as the by argument to forecasttools::summarise_scores_with_baseline(). Default NULL (no additional variables).

order_x

Order the groups on the x-axis by their mean value of the relative_metric (i.e. the point in the pointinterval)? Default FALSE.

Value

a ggplot object with the distributions plotted by forecast date.