| 基于组合分类器的信用卡信誉检测 |
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| 引用本文： | 周宓. 基于组合分类器的信用卡信誉检测[J]. 成都大学学报(自然科学版), 2012, 31(3): 239-242. DOI: 10.3969/j.issn.1004-5422.2012.03.012 |
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| 作者姓名： | 周宓 |
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| 作者单位： | 泉州师范学院应用科技学院,福建泉州,362000 |
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| 摘 要： | 给出了支持向量机的信用卡信誉检测模型和基于决策树的信用卡信誉检测模型的建立方法,并在这两种单一分类器的基础上,归纳总结支持向量机方法和决策树方法对信用卡信誉检测的偏好特性,提出了一种基于偏好特性进行组合的组合分类器模型建立方法．
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| 关 键 词： | 信誉检测 支持向量机 决策树 组合分类 测全率 测准率 |
Reputation Detection of Credit Card Based on SVM |
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| ZHOU Mi. Reputation Detection of Credit Card Based on SVM[J]. Journal of Chengdu University (Natural Science), 2012, 31(3): 239-242. DOI: 10.3969/j.issn.1004-5422.2012.03.012 |
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| Authors: | ZHOU Mi |
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| Affiliation: | ZHOU Mi(School of Science and Technology Application,Quanzhou Normal University,Quanzhou 362000,China) |
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| Abstract: | Credit testing model of support vector machine and construction mehtod of credit testing model based on decision tree were given.Based on the two single classifier,preferences of credift card credit testing supporting support vector machine and decision tree were concluded and summarized.Construction mehtod of combined classification model was proposed based on combination of preference characteristics. |
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| Keywords: | credit testing support vector machine decision tree combined classification sensitivity specificity |
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