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Summarise by configuration — summarise_by_configuration • iraceplot

Summarise by configuration

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

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").

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>
#> 1 158            15 32878231. 215765. 32866312 32582244 3.33e7      8.47    9.71
#> 2 111            15 32885855. 211386. 32830042 32576171 3.33e7      8.67    7.58
#> 3 139            15 32893863. 209220. 32904794 32603422 3.33e7      9.53    9.77

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