{"title":"Bagging-CART集成算法识别企业信用等级","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":"{\"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}","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}
Identifying the Credit Level of a Company with Bagging-CART Integrated Algorithm
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.
求助内容：
应助结果提醒方式：
京公网安备 11010802042870号
