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Related Questions
- How does sampling bias affect the generalizability of a model trained on a biased dataset?
- Can you explain the concept of over-sampling and under-sampling in the context of sampling bias?
- What techniques can be used to mitigate sampling bias in machine learning model development?
- How does sampling bias impact the accuracy of a model on unseen data?
- What is the relationship between sampling bias and model interpretability?
- Can you discuss the trade-offs between sampling bias and model complexity?
- How can data augmentation be used to reduce sampling bias in image classification tasks?
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