1 interview questionsfor Chief Data officer (2026)

A classifier is evaluated on previously unseen customers. Each customer has multiple rows. Hyperparameters are compared using cross-validation, then a final score is published. Which protocol prevents both customer leakage and use of the test set for model selection? One answer is expected.