Datasets · Question 7 of 12
Why should training data be balanced?
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Answer
- C So that no group is neglected
Explanation
If groups are strongly under- or over-represented in the data, the model learns them to different degrees, which leads to bias. Balanced, diverse and curated datasets are a foundation of fair models.