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: 2 × 9
#>   ID    n_instances      mean      sd   median      min    max rank_mean rank_sd
#>   <chr>       <int>     <dbl>   <dbl>    <dbl>    <dbl>  <dbl>     <dbl>   <dbl>
#> 1 108            17 23186536. 180677. 23183461 22855091 2.35e7      8.53    9.16
#> 2 119            17 23184221. 169295. 23172396 22866515 2.35e7      8.06    7.30