Crone, Sven F.; Finlay, Steven - In: International Journal of Forecasting 28 (2012) 1, pp. 224-238
To date, best practice in sampling credit applicants has been established based largely on expert opinion, which generally recommends that small samples of 1500 instances each of both goods and bads are sufficient, and that the heavily biased datasets observed should be balanced by undersampling...