code: def test_classification_binary_string_labels_custom_scorer(
      iris_binary_string_split_dataset_and_model,
  ):
      # Arrange
      (
          train_ds,
          test_ds,
          clf,
      ) = iris_binary_string_split_dataset_and_model
      check = SimpleModelComparison(
          scorers=[
              get_scorer("f1"),
              make_scorer(recall_score, average=None, zero_division=0),
          ]
      )
      # Act X
      result = check.run(train_ds, test_ds, clf).value
      # Assert
      assert_that(
          result,
          equal_to(
              {
                  "scores": {
                      "f1_score": {
                          "Origin": 0.9411764705882353,
                          "Simple": 0.0,
                      },
                      "recall_score": {
                          "a": {
                              "Origin": 0.9411764705882353,
                              "Simple": 1.0,
                          },
                          "b": {"Origin": 1.0, "Simple": 0.0},
                      },
                  },
                  "type": TaskType.BINARY,
                  "scorers_perfect": {
                      "f1_score": 1.0,
                      "recall_score": 1.0,
                  },
              }
          ),
      )
  
imports: from hamcrest import assert_that, calling, close_to, equal_to, greater_than, has_entries, has_entry, has_items, has_length, is_, raises
  from sklearn.metrics import f1_score, get_scorer, make_scorer, recall_score
  from deepchecks.core.errors import DeepchecksValueError
  from deepchecks.tabular.checks.model_evaluation import SimpleModelComparison
  from deepchecks.tabular.metric_utils.scorers import get_default_scorers
  from deepchecks.tabular.utils.task_type import TaskType
  from tests.base.utils import equal_condition_result
label_desc: Use image node_id 6 for calling a global function with example usage: test_classification_binary_string_labels_custom_scorer(iris_binary_string_split_dataset_and_model) without return types