How do you balance the trade-off between model complexity and explainability in your projects?
Instruction: Describe the strategies you employ to manage the trade-off between developing highly accurate models and maintaining their explainability.
Context: This question evaluates the candidate's practical experience in navigating the balance between creating complex, accurate models and ensuring they remain understandable to stakeholders.
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I start by asking who needs the explanation and what decision the model will support...