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Statistical Learning from a Regression Perspective最新文献

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Support Vector Machines 支持向量机
Statistical Learning from a Regression Perspective Pub Date : 1900-01-01 DOI: 10.1007/978-0-387-77501-2_7
R. Berk
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引用次数: 3
Splines, Smoothers, and Kernels 样条，平滑和核
Statistical Learning from a Regression Perspective Pub Date : 1900-01-01 DOI: 10.1007/978-3-319-44048-4_2
R. Berk
{"title":"Splines, Smoothers, and Kernels","authors":"R. Berk","doi":"10.1007/978-3-319-44048-4_2","DOIUrl":"https://doi.org/10.1007/978-3-319-44048-4_2","url":null,"abstract":"","PeriodicalId":237251,"journal":{"name":"Statistical Learning from a Regression Perspective","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131409937","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Neural Networks 神经网络
Statistical Learning from a Regression Perspective Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-40189-4_8
Richard A. Berk
{"title":"Neural Networks","authors":"Richard A. Berk","doi":"10.1007/978-3-030-40189-4_8","DOIUrl":"https://doi.org/10.1007/978-3-030-40189-4_8","url":null,"abstract":"","PeriodicalId":237251,"journal":{"name":"Statistical Learning from a Regression Perspective","volume":"50 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116130484","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Boosting 提高
Statistical Learning from a Regression Perspective Pub Date : 1900-01-01 DOI: 10.1007/978-3-319-44048-4_6
Richard A. Berk
{"title":"Boosting","authors":"Richard A. Berk","doi":"10.1007/978-3-319-44048-4_6","DOIUrl":"https://doi.org/10.1007/978-3-319-44048-4_6","url":null,"abstract":"","PeriodicalId":237251,"journal":{"name":"Statistical Learning from a Regression Perspective","volume":"51 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132040952","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Bagging 装袋
Statistical Learning from a Regression Perspective Pub Date : 1900-01-01 DOI: 10.1007/978-0-387-77501-2_4
Richard A. Berk
{"title":"Bagging","authors":"Richard A. Berk","doi":"10.1007/978-0-387-77501-2_4","DOIUrl":"https://doi.org/10.1007/978-0-387-77501-2_4","url":null,"abstract":"","PeriodicalId":237251,"journal":{"name":"Statistical Learning from a Regression Perspective","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134271596","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Statistical Learning as a Regression Problem 作为回归问题的统计学习
Statistical Learning from a Regression Perspective Pub Date : 1900-01-01 DOI: 10.1007/978-3-319-44048-4_1
R. Berk
{"title":"Statistical Learning as a Regression Problem","authors":"R. Berk","doi":"10.1007/978-3-319-44048-4_1","DOIUrl":"https://doi.org/10.1007/978-3-319-44048-4_1","url":null,"abstract":"","PeriodicalId":237251,"journal":{"name":"Statistical Learning from a Regression Perspective","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125527363","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Classification and Regression Trees (CART) 分类与回归树(CART)
Statistical Learning from a Regression Perspective Pub Date : 1900-01-01 DOI: 10.1007/978-0-387-77501-2_3
Richard A. Berk
{"title":"Classification and Regression Trees (CART)","authors":"Richard A. Berk","doi":"10.1007/978-0-387-77501-2_3","DOIUrl":"https://doi.org/10.1007/978-0-387-77501-2_3","url":null,"abstract":"","PeriodicalId":237251,"journal":{"name":"Statistical Learning from a Regression Perspective","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124817676","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 229
Random Forests 随机森林
Statistical Learning from a Regression Perspective Pub Date : 1900-01-01 DOI: 10.1007/978-0-387-77501-2_5
Richard A. Berk
{"title":"Random Forests","authors":"Richard A. Berk","doi":"10.1007/978-0-387-77501-2_5","DOIUrl":"https://doi.org/10.1007/978-0-387-77501-2_5","url":null,"abstract":"","PeriodicalId":237251,"journal":{"name":"Statistical Learning from a Regression Perspective","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114879724","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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