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系统工程理论与实践 2009
Personal credit risk measurement: Bilateral antibody artificial immune probability model
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Abstract:
This thesis presents the approach to constructing consumer credit risk model by analysing personal credit risk for commercial banks. It also presents Bilateral Antibody Artificial Immune Probability Model and calculated the credit score using actual data from commercial bank. Test the forecast capability of model with ROC, and compare the result with that of logistic regression. This capability is sensitive to quantity of sample data, the more quantity are, the more forecast capability is. This model is well applied to forecast probability of default for consumer. This model can use other extensive domain.