使用极端梯度提升（XGBoost）机器学习预测建筑成本超支

{"title":"使用极端梯度提升（XGBoost）机器学习预测建筑成本超支","authors":"G. H. Coffie, S. Cudjoe","doi":"10.1080/15623599.2023.2289754","DOIUrl":null,"url":null,"abstract":"","PeriodicalId":47375,"journal":{"name":"International Journal of Construction Management","volume":"9 3","pages":""},"PeriodicalIF":3.4000,"publicationDate":"2023-12-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Using extreme gradient boosting (XGBoost) machine learning to predict construction cost overruns\",\"authors\":\"G. H. Coffie, S. Cudjoe\",\"doi\":\"10.1080/15623599.2023.2289754\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"\",\"PeriodicalId\":47375,\"journal\":{\"name\":\"International Journal of Construction Management\",\"volume\":\"9 3\",\"pages\":\"\"},\"PeriodicalIF\":3.4000,\"publicationDate\":\"2023-12-09\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Construction Management\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1080/15623599.2023.2289754\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"CONSTRUCTION & BUILDING TECHNOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Construction Management","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1080/15623599.2023.2289754","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"CONSTRUCTION & BUILDING TECHNOLOGY","Score":null,"Total":0}