You are developing a system to predict the prices of insurance for drivers in the United Kingdom. You need to minimize bias in the system. What should you do?

You are developing a system to predict the prices of insurance for drivers in the United Kingdom.
You need to minimize bias in the system.
What should you do?

A. Remove information about protected characteristics from the data before sampling. B. Take a training sample that is representative of the population in the United Kingdom. C. Create a training dataset that uses data from global insurers. D. Take a completely random training sample.