{"title":"Identifying the Credit Level of a Company with Bagging-CART Integrated Algorithm","authors":"Ruicheng Yang, Ailing Zuo","doi":"10.1109/ISCID.2014.188","DOIUrl":null,"url":null,"abstract":"For identifying the credit level of a company, the paper introduces the Bagging algorithm into the CART algorithm, and form a Bagging-CART integrated algorithm. Based on the integrated algorithm, the paper gives some empirical analysis, and compares the Bagging-CART integrated algorithm with single CART algorithm in the identification problem. The empirical results show that the accuracy rate of using the Bagging-CART integrated algorithm is prior to the single CART algorithm.","PeriodicalId":385391,"journal":{"name":"2014 Seventh International Symposium on Computational Intelligence and Design","volume":"2 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2014 Seventh International Symposium on Computational Intelligence and Design","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISCID.2014.188","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2
Abstract
For identifying the credit level of a company, the paper introduces the Bagging algorithm into the CART algorithm, and form a Bagging-CART integrated algorithm. Based on the integrated algorithm, the paper gives some empirical analysis, and compares the Bagging-CART integrated algorithm with single CART algorithm in the identification problem. The empirical results show that the accuracy rate of using the Bagging-CART integrated algorithm is prior to the single CART algorithm.
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