Multiple Choice Flashcards on 09 Certified Artificial Intelligence Prefect Ad...

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Flashcard Practice Certified Artificial Intelligence Prefect Advanced - CAIPa Multiple Choice

An organization wants to classify support tickets by urgency using free-text descriptions and metadata. Which feature-engineering plan is most appropriate?

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Use ticket length as the only feature because longer tickets are more urgent Drop the text because models can use only numeric columns typed by users Cluster tickets first and use the cluster number as the final urgency label Represent text with suitable NLP features or embeddings, combine relevant metadata, and validate on recent labeled tickets

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