By using of information gain in information subject and ROC curve in signal detection theory, a method of selecting index for personal credit evaluation is constructed based on information gain and AUC for the first time.

• 将信息增益和ROC曲线应用到个人信用指标选择中,首次提出了基于信息增益和AUC的个人信用指标选择方法;