A machine-learning model performs significantly worse for a particular demographic group. According to the principles of objectivity and non-discrimination, the researcher should:

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B) remove this group from the dataset to improve average metrics

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A) ignore the problem because overall accuracy is high

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D) keep the issue internal to avoid critical peer review

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C) disclose the limitation, investigate the cause, and adjust data and evaluation to address the bias

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A machine-learning model performs significantly worse for a particular demograph...

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