Testing for bias · Question 5 of 60
What are the two main sources of bias in ML systems?
1 answer is correct. Easy
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Answer
- C Defects in the training data (data bias) and defects in the algorithm, model or framework (algorithmic bias)
Explanation
Bias has two main sources. Either something is wrong with the training data because it is not representative, contains past injustices or was deliberately poisoned (data bias). Or the algorithm, model or framework systematically treats groups unequally (algorithmic bias).