Multiple Choice Flashcards on 02 Certified AI Program Manager - CAIPM / 01 Fo...

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Flashcard Practice Certified AI Program Manager - CAIPM Multiple Choice

A company trains a subscription renewal model using records from January through December, then tests it on randomly selected records from the same year. The business will use the model to predict future renewals. What concern should the program manager raise?

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The evaluation may not reflect future prediction conditions, so a time-aware split should be considered The test set should include future outcomes that were not available when predictions would be made A shuffled split is required for each forecasting-related model The model cannot be supervised because subscription renewal is time-based

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