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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.
Using fairness metrics like demographic parity.
Ignoring the potential for bias in computing innovations.
Relying solely on historical data for decision-making.
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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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