What is cross-validation, and why is it important?
Instruction: Explain the concept of cross-validation and its significance in machine learning.
Context: This question evaluates the candidate's knowledge of model validation techniques and their importance in developing robust models.
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The way I'd explain it in an interview is this: Cross-validation is a way to evaluate a model by training and testing it across multiple splits of the dataset instead of relying on a single...