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allowed_model_families is not enforced #4463

@iXanthos

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@iXanthos

I want evalml to only create XGBOOST models in the allotted time, but both baseline and Random Forest models are also generated.
My hyperparameters and my setup are:

Code Sample, a copy-pastable example to reproduce your bug.

eval_automl = automl.AutoMLSearch(
        X_train=train_data,
        y_train=train_target,
        problem_type="binary",
        max_time=60,
        allowed_model_families=["xgboost"],
        ensembling=False,
        n_jobs=1,
        verbose=True,
    )

I understand the baseline could be mandatory to ensure a result, but why is random forests also included?

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