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Related Questions
- What is sampling bias in machine learning and how does it affect model performance?
- How can data augmentation be used to mitigate sampling bias?
- What are some techniques for oversampling the minority class to reduce sampling bias?
- Can you explain the concept of stratified sampling and how it can help mitigate sampling bias?
- How does undersampling the majority class compare to oversampling the minority class in reducing sampling bias?
- What role does data preprocessing play in mitigating sampling bias?
- Can you discuss the use of ensemble methods to reduce sampling bias in machine learning models?
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