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Obtain and format the class thresholds for ensemble objects

Source: R/collect_class_thresh.R
collect_class_thresh.Rd

Return a tibble of class thresholds, as computed by calib_class_thresh().

Usage

collect_class_thresh(x, ...)

Arguments

x

A simple_ensemble

...

Not currently used.

Value

A tibble.

Examples

test_ens <- simple_ensemble() %>%
  add_member(two_class_res[1:3, ], metric = "roc_auc")
test_ens <- calib_class_thresh(test_ens, class_thresh = "tss_max")
test_ens <- calib_class_thresh(test_ens, class_thresh = "kap_max")
collect_class_thresh(test_ens)
#> # A tibble: 8 × 4
#>   class_thresh metric_thresh fun             optim_value
#>   <list>       <list>        <chr>                 <dbl>
#> 1 <chr [1]>    <NULL>        mean                  0.544
#> 2 <chr [1]>    <NULL>        median                0.545
#> 3 <chr [1]>    <NULL>        weighted_mean         0.544
#> 4 <chr [1]>    <NULL>        weighted_median       0.447
#> 5 <chr [1]>    <NULL>        mean                  0.544
#> 6 <chr [1]>    <NULL>        median                0.451
#> 7 <chr [1]>    <NULL>        weighted_mean         0.544
#> 8 <chr [1]>    <NULL>        weighted_median       0.447