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Consider the difference between post-deployment evaluation of a model's intrinsic performance (F-score, accuracy, etc.) versus the business impact of the model (profits, market share, customer
Consider the difference between post-deployment evaluation of a model's intrinsic performance (F-score, accuracy, etc.) versus the business impact of the model (profits, market share, customer retention, etc.). What corrective actions might you take to address poor model performance? How would these actions differ from the actions you would take to address poor business outcomes in spite of model performance equal to or greater than predicted performance?
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