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Related Questions
- What is the impact of over-imputation on the accuracy of machine learning models?
- How does under-imputation affect the performance of a model when dealing with missing values?
- What are the potential consequences of over-imputing categorical variables?
- Can you provide examples of when under-imputation is preferred over over-imputation?
- How do different imputation techniques, such as mean, median, and regression-based imputation, affect the outcome?
- What are some common pitfalls to avoid when imputing missing values in a dataset?
- How can you evaluate the effectiveness of an imputation strategy in a machine learning pipeline?
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