When the Cost of Misclassification is Higher for the Customer than for the Business
Consider a bank making decisions about loans. For the bank, making lending decisions optimally means reducing prediction errors*(cost of errors) minus the cost of making predictions (keeping things simple here). The cost of any one particular error, especially the denial of a loan when eligible, is typically small for