Generates a bar plot that compares model performance with and without randomly shuffled AMR phenotype labels.
plotBaselineComparison(non_shuffled_label_results, shuffled_label_results)Arguments
- non_shuffled_label_results
Output of
runMLPipeline()(shuffle_labels = FALSE)- shuffled_label_results
Output of
runMLPipeline()(shuffle_labels = TRUE)
Value
A bar plot with balanced accuracy comparisons per antibiotic
Examples
non_shuffled <- tibble::tibble(
antibiotic = c("AMP", "CIP", "CRO"),
bal_acc = c(0.88, 0.81, 0.92)
)
shuffled <- tibble::tibble(
antibiotic = c("AMP", "CIP", "CRO"),
bal_acc = c(0.52, 0.49, 0.55)
)
plotBaselineComparison(non_shuffled, shuffled)
#> [,1] [,2] [,3]
#> [1,] 1.5 4.5 7.5
#> [2,] 2.5 5.5 8.5