There are a number of reasons to validate the ability of a forecasting model to differentiate between creditworthy and non-creditworthy customers.
Important reasons for validating credit scoring models include compliance with regulatory requirements, and assurance that the model is performing satisfactory at the time the model is developed, as well as over time.
