Haoxin Wang, Jingdong Zhong, Defu Zhang, Xinyao Zou
{"title":"A new classification algorithm for the bank customer credit rating","authors":"Haoxin Wang, Jingdong Zhong, Defu Zhang, Xinyao Zou","doi":"10.1109/ICACI.2017.7974499","DOIUrl":null,"url":null,"abstract":"This paper develops a new combination model incorporating three excellent classification algorithms to solve the bank customer credit rating problem. Computational results on well-known credit records from German, Australian, Chinese and Japan banks show that, compared with other state-of-the-art classification algorithms, the proposed algorithm has higher efficiency and better evaluation results in most experimental cases.","PeriodicalId":260701,"journal":{"name":"2017 Ninth International Conference on Advanced Computational Intelligence (ICACI)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 Ninth International Conference on Advanced Computational Intelligence (ICACI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICACI.2017.7974499","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3
Abstract
This paper develops a new combination model incorporating three excellent classification algorithms to solve the bank customer credit rating problem. Computational results on well-known credit records from German, Australian, Chinese and Japan banks show that, compared with other state-of-the-art classification algorithms, the proposed algorithm has higher efficiency and better evaluation results in most experimental cases.