Research Article

Credit Risk Prediction Using Fuzzy Immune Learning

Table 1

UCI datasets used in our experiments. Instances of the Australian are almost equally distributed between classes, but in the German they are more unbalanced.

DatasetNumber of classesNumber of attributesNumber of instancesClasses

Australian214690307 negative
383 positive
German2241000700 negative
300 positive