Summarise by configuration

Summarise by configuration

summarise_by_configuration(
  irace_results,
  elites_only = FALSE,
  instances = c("both", "train", "test")
)

Arguments

irace_results

The data generated when loading the .Rdata file created by irace (or the filename of that file).

elites_only

(logical(1)) If TRUE, only report the final elite configurations.

instances

(character(1)) Select data from the training instances ("train") or from the test instances if available ("test"). The default is from both ("both").

Value

tibble

Examples

irace_results <- read_logfile(system.file(package="irace", "exdata",
                                         "irace-acotsp.Rdata", mustWork = TRUE))
summarise_by_configuration(irace_results, instances = "train", elites_only = TRUE)
#> # A tibble: 5 × 7
#>   ID    n_instances      mean      sd   median      min      max
#>   <chr>       <int>     <dbl>   <dbl>    <dbl>    <dbl>    <dbl>
#> 1 155            16 23192615. 146843. 23198909 22838445 23380442
#> 2 127            16 23199753. 155439. 23238058 22844440 23449579
#> 3 138            16 23205601  147771. 23223156 22905650 23422979
#> 4 120            16 23207388. 153281. 23245410 22841102 23403224
#> 5 149            16 23205070. 156583. 23202039 22856526 23419976