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You are asked to train a model that predicts a customer behavior outcome from historical customer data. The goal is to use past interactions, account activity, and profile information to estimate which customers are likely to take a specific action in the near future.
Given a hypothetical dataset, how would you approach training a model to predict customer behavior?