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: 3 × 9
#>   ID    n_instances      mean      sd    median     min    max rank_mean rank_sd
#>   <chr>       <int>     <dbl>   <dbl>     <dbl>   <dbl>  <dbl>     <dbl>   <dbl>
#> 1 113            16 32847622. 186180. 32847688.  3.26e7 3.33e7      8.44    9.47
#> 2 118            16 32852552. 180813. 32841206.  3.26e7 3.33e7      7.19    5.69
#> 3 149            16 32859614. 190020. 32839096.  3.26e7 3.34e7      8.25    5.54