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AP Computer Science Principles
Unit 5 – Computing's Impact on Society
Topic 5.3
Which action can help reduce bias in machine learning models?
Excluding certain demographic groups from the training data.
Relying solely on historical data for decision-making.
Using fairness metrics like demographic parity.
Ignoring the potential for bias in computing innovations.
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AP Computer Science Principles - 5.3 Computing Bias
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Bias
Machine learning models
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AP® and SAT® are trademarks registered by the College Board, which is not affiliated with, and does not endorse this website.
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