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Mining method of credit evaluation model based on gene expression programming
基于基因表达式编程的信用评估模型挖掘方法

Keywords: data mining,Gene Expression Programming (GEP),credit evaluation
数据挖掘
,基因表达式编程,信用评估,基于基因表达式编程,信用评估模型,挖掘方法,programming,gene,expression,based,evaluation,model,credit,method,of,精度提高,预测,Bayes,分析表,性能,实验,数据集,库真,信用数据,德国,训练

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Abstract:

A new mining method of credit evaluation model based on Gene Expression Programming(GEP),named GEP-CREDIT,was presented.The GEP-CREDIT model can extract relative attributions and fuse them automatically.Based on these attributions,GEP-CREDIT model can train and build the credit evaluation model.Experiments and performance analysis on Germany credit database were given.The results show that,compared with Nave Bayes algorithm,SVM algorithm,and KNN(K=17)algorithm,the prediction precision is increased by 3%,1.6% and 6.83% respectively by using GEP-CREDIT model.

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