code: def test_credit_scoring_problem():
      full_path_train = full_path_test = fedot_project_root().joinpath(
          "test/data/simple_classification.csv"
      )
  
      roc_auc_test = run_credit_scoring_problem(
          full_path_train,
          full_path_test,
          timeout=5,
          target="Y",
          n_jobs=1,
      )
      assert roc_auc_test > 0.5
  
file_path: FEDOT/test/integration/real_applications/test_real_cases.py
imports: import numpy
  from golem.core.tuning.simultaneous import SimultaneousTuner
  from sklearn.metrics import mean_squared_error
  from cases.credit_scoring.credit_scoring_problem import run_credit_scoring_problem
  from cases.metocean_forecasting_problem import run_metocean_forecasting_problem
  from cases.river_levels_prediction.river_level_case_manual import run_river_experiment
  from cases.spam_detection import run_text_problem_from_saved_meta_file
  from cases.time_series_gapfilling_case import run_gapfilling_case
  from fedot.core.pipelines.node import PipelineNode
  from fedot.core.pipelines.pipeline import Pipeline
  from fedot.core.utils import fedot_project_root
label_desc: Use image node_id 1 for calling a global function with example usage: test_credit_scoring_problem() without return types