Test test_local_gridsearch_aml_logging fails with unexpectd keyword argument iid

[stijnmoreels]

Describe the bug
When running the test_local_gridsearch_aml_logging test in the test_tunning_aml.py test file, we get an error saying an unexpected keyword argument iid.

To Reproduce
Run the test.

Expected behavior
Test succeed locally.

Additional context
Current version on master after v1.1.2.1.

./tests/test_tuning_aml.py::test_local_gridsearch_aml_logging Failed: [undefined]TypeError: __init__() got an unexpected keyword argument 'iid'
def test_local_gridsearch_aml_logging():
        if not is_interactive():
            pytest.skip('Test only runs when interactive mode enable')
    
        amlenv = aml.AzureMLEnvironment.Create(config_file='.azureml/config.json')
        trainer = amlenv.start_experiment('arcus-unit-tests')
    
        _run = trainer.new_run('logreg-'+ datetime.now().strftime("%Y%m%d-%H%M%S"))
        df = pd.read_csv('tests/resources/datasets/student-admission.csv')
        y = df.Admission.values
        X = np.asarray(df.drop(['Admission'],axis=1))
        X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.30, random_state=0)
        df.tail(5)
        logreg = linear_model.LogisticRegression(solver='liblinear')
        param_grid = {'C':[0.1,10]}
>       grid = LocalArcusGridSearchCV(logreg, param_grid, scoring='accuracy', active_trainer=trainer)

tests/test_tuning_aml.py:33: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
arcus/azureml/experimenting/tuning.py:219: in __init__
    super().__init__(
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <[AttributeError("'LocalArcusGridSearchCV' object has no attribute 'active_trainer'") raised in repr()] LocalArcusGridSearchCV object at 0x7f4ad81bffa0>
estimator = LogisticRegression(solver='liblinear')
param_grid = {'C': [0.1, 10]}

    def __init__(self, estimator, param_grid, *, scoring=None,
                 n_jobs=None, iid='deprecated', refit=True, cv=None,
                 verbose=0, pre_dispatch='2*n_jobs',
                 error_score=np.nan, return_train_score=False):
>       super().__init__(
            estimator=estimator, scoring=scoring,
            n_jobs=n_jobs, iid=iid, refit=refit, cv=cv, verbose=verbose,
            pre_dispatch=pre_dispatch, error_score=error_score,
            return_train_score=return_train_score)
E       TypeError: __init__() got an unexpected keyword argument 'iid'

arcus/azureml/experimenting/tuning.py:24: TypeError