You are building a model for a new application. Walk me through your process for selecting appropriate evaluation metrics, considering both technical and business factors.

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Selecting evaluation metrics requires understanding both the technical characteristics of your problem and the business context in which the model will operate. The right metrics align model optimization with real-world success.