使用极梯度提升算法和 SHAP 方法建立银行客户收入的可解释预测模型：对智利一家匿名银行的案例研究

{"title":"使用极梯度提升算法和 SHAP 方法建立银行客户收入的可解释预测模型：对智利一家匿名银行的案例研究","authors":"Patricio Salas, Patricio Sáez","doi":"10.1080/27684520.2024.2312290","DOIUrl":null,"url":null,"abstract":"","PeriodicalId":498437,"journal":{"name":"Research in Statistics","volume":"21 19","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"An interpretable predictive model for bank customers’ income using the eXtreme Gradient Boosting algorithm and the SHAP method: a case study of an Anonymous Chilean Bank\",\"authors\":\"Patricio Salas, Patricio Sáez\",\"doi\":\"10.1080/27684520.2024.2312290\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"\",\"PeriodicalId\":498437,\"journal\":{\"name\":\"Research in Statistics\",\"volume\":\"21 19\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-02-05\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Research in Statistics\",\"FirstCategoryId\":\"0\",\"ListUrlMain\":\"https://doi.org/10.1080/27684520.2024.2312290\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Research in Statistics","FirstCategoryId":"0","ListUrlMain":"https://doi.org/10.1080/27684520.2024.2312290","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}