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Algorithmic Limitations and Bias
Grade Level
Computer Science
HSCS.106 Algorithmic Limitations and Bias
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A support model includes number_of_prior_appeals as a feature. Students who did not know the appeal process have fewer appeals, even when their need is high. What limitation should be considered?
A
The feature may measure access to a process rather than actual need.
B
The algorithm is fair because appeals are official records.
C
The training data is unbiased because appeals are countable.
D
The output is certain because higher numbers always mean higher need.
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