plot_pairwise_comparison {scoringutils}

Plot Heatmap of Pairwise Comparisons

Description

Creates a heatmap of the ratios or pvalues from a pairwise comparison between models

Usage

plot_pairwise_comparison(
  comparison_result,
  type = c("mean_scores_ratio", "pval")
)

Arguments

comparison_result

A data.frame as produced by pairwise_comparison()

type

character vector of length one that is either "mean_scores_ratio" or "pval". This denotes whether to visualise the ratio or the p-value of the pairwise comparison. Default is "mean_scores_ratio".

Examples

library(ggplot2)
scores <- score(example_quantile)
pairwise <- pairwise_comparison(scores, by = "target_type")
plot_pairwise_comparison(pairwise, type = "mean_scores_ratio") +
  facet_wrap(~target_type)