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Compare Models With Cross-Validation

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Scenario

Scenario

You have two candidate models for the same prediction task, and both were evaluated with cross-validation on the same dataset. One model has a slightly higher average score, but the fold results are uneven and the team is not sure whether the gap is real. You are asked to compare the models and explain how you would make the decision.

Question

Question

How would you compare two models using cross-validation?