How to remove label from tfma?

Hello, I wanted to know about the EvalConfig. Does specifying model_specs=[tfma.ModelSpec(label_key=‘retain_status’)] removes label from eval set?

eval_config = tfma.EvalConfig(
    model_specs=[
        tfma.ModelSpec(
            label_key='retain_status'
            )
        ]

I was following the tutorial and getting value error on the Evaluator component. Details of the error are here. Can someone help?

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