Question: When comparing different forecasting models to search for the best-fitting model, it is necessary to use the same estimation (and validating, if any) samples, but

When comparing different forecasting models to search for the best-fitting model, it is necessary to use the same estimation (and validating, if any) samples, but the holdout samples can be different.

True or False (because?)

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