begin.py

    #   Read input data
    X, y = preprocessing()

    #   Create dataframe to collect the results
    tests_columns = ["test_nr", "cv_mean", "cv_min", "cv_max", "cv_median", "params"]
    test_id = 0
    tests = pd.DataFrame(columns=tests_columns)