Plot performance scores for multiple learners

plotComparativeResults plots a digested.results data object to compare performance results between different learners.

Usage

plotComparativeResults(
  digested.results,
  plot = TRUE,
  ylim = c(0.5, 1),
  best = FALSE,
  ci = FALSE,
  main = "",
  mode = "classification"
)

Arguments

digested.results:

a list of data.frames containing performance results from a lists of learners. This data object is returned by the function merge_digestScores()

ylim:

y-axis zoom in the plot

best:

a swith to plot the best values instead of declining by k_sparsity

main:

name of the graphic

mode:

either classification or regression (default:classification)

Value

A list of ggplot graphs if plot is set to FALSE and a pannel organized graph otherwise.