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Although these problems are very different, we are trying to establish a common framework that helps to design optimization and data mining tasks required for solutions. The design of the model heavily depends on the problem. This model helps to design targeted usage expansion campaigns. Propensity to category expansion.
System designs can be wrong. The internal control questionnaire in the Office of the Comptroller of the Currency’s MRM Handbook (starting pg. In this context, bias is often about system design and not about data or models. Data can be wrong. Predictions can be wrong. These errors can hurt people in very unfair ways.
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