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Answer: Ensure the training sample reflects the UK population's diversity.
To minimize bias in a predictive system, it is essential to ensure that the training sample is representative of the population for which the predictions will be made. In this case, ensuring the training sample reflects the diversity of the UK population helps to capture a wide range of characteristics and scenarios, thereby reducing the risk of bias in the system. Option B is the correct answer because it addresses the importance of a representative sample in mitigating bias.
Author: LeetQuiz Editorial Team
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To minimize bias in a predictive system for UK driver insurance pricing, which approach should be taken?
A
Eliminate data on protected characteristics prior to sampling.
B
Ensure the training sample reflects the UK population's diversity.
C
Compile a training dataset from a global pool of insurance data.
D
Select a training sample through a purely random process.
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