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Related Questions
- How do redundant features impact the model's generalizability to unseen data?
- Can redundant features lead to overfitting and decreased model performance?
- How can feature selection and dimensionality reduction techniques address the issue of redundant features?
- What are the effects of redundant features on the model's ability to capture meaningful patterns in the data?
- Can redundant features cause the model to become less interpretable and more complex?
- How can data preprocessing techniques be used to identify and remove redundant features?
- What are the trade-offs between adding more features and the potential for redundant information in the model?
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