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Related Questions
- What are the different types of cognitive biases that can occur during a model's training data collection process?
- How can cognitive biases in training data affect a model's adaptability in real-world scenarios?
- Can you provide examples of cognitive biases in machine learning model training data and their consequences on model performance?
- What strategies can be employed to mitigate the impact of cognitive biases in a model's training data?
- How does the concept of cognitive bias relate to data quality and data preprocessing in machine learning?
- Can you explain the relationship between cognitive bias and overfitting in machine learning models?
- What are some common sources of cognitive biases in training data, such as dataset selection or data collection methods?
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