{"title":"决策树归纳技术在保险数据预处理中的应用","authors":"Shuming Wei, Daipeng Gao, S. Luo","doi":"10.1109/ICMECG.2008.34","DOIUrl":null,"url":null,"abstract":"This paper uses the determination tree induction technology to delete the irrelevant attributes (or dimensions) and reduce the data quantity; The decision tree algorithm which at first is used in classification is used to dimensionality reduction, might achieve a higher accuracy, because it optimizes the algorithm measure computation in deletion attribute time. Finally uses the insurance example to explain the application of this method.","PeriodicalId":155692,"journal":{"name":"2008 International Conference on Management of e-Commerce and e-Government","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2008-10-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Application of Decision Tree Induction Technology in Insurance Data Pretreatment\",\"authors\":\"Shuming Wei, Daipeng Gao, S. Luo\",\"doi\":\"10.1109/ICMECG.2008.34\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper uses the determination tree induction technology to delete the irrelevant attributes (or dimensions) and reduce the data quantity; The decision tree algorithm which at first is used in classification is used to dimensionality reduction, might achieve a higher accuracy, because it optimizes the algorithm measure computation in deletion attribute time. Finally uses the insurance example to explain the application of this method.\",\"PeriodicalId\":155692,\"journal\":{\"name\":\"2008 International Conference on Management of e-Commerce and e-Government\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2008-10-17\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2008 International Conference on Management of e-Commerce and e-Government\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICMECG.2008.34\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2008 International Conference on Management of e-Commerce and e-Government","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICMECG.2008.34","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Application of Decision Tree Induction Technology in Insurance Data Pretreatment
This paper uses the determination tree induction technology to delete the irrelevant attributes (or dimensions) and reduce the data quantity; The decision tree algorithm which at first is used in classification is used to dimensionality reduction, might achieve a higher accuracy, because it optimizes the algorithm measure computation in deletion attribute time. Finally uses the insurance example to explain the application of this method.