Freund, Boosting: Foundations and Algorithms. MIT Press, 2012.Shapire, Robert E., and Yoav Freund. 2012. Boosting: Foundations and Algorithms. Cambridge: The MIT Press.Schapire, Robert E., and Yoav Freund. 2012. Boosting: Founda- tions and Algorithms. Cambridge, MA: MIT Press....
副标题: Foundations and Algorithms出版年: 2012-5-18页数: 544定价: USD 57.00装帧: Hardcover丛书: Adaptive Computation and Machine LearningISBN: 9780262017183豆瓣评分 9.2 14人评价 5星 57.1% 4星 35.7% 3星 7.1% 2星 0.0% 1星 0.0% 评价:
foundations and algorithms . cambridge: mit press. math google scholar schölkopf, b., herbrich, r., & smola, a. j. (2001). a generalized representer theorem. neural networks and computational learning theory , 81 , 416–426. mathscinet math google scholar ...
(2012). Boosting: Foundations and algorithms. Cambridge: MIT Press. Google Scholar Schapire, R. E., & Singer, Y. (1999). Improved boosting algorithms using confidence-rated predictions. Machine learning, 37(3), 297–336. Article MATH Google Scholar Schölkopf, B., & Smola, A. J. (...
Note that the traditional boosting algorithm assumes the base models only need to be weak, and it is true that we can finally get an ensemble model with high accuracy if we have plenty of weak base models. Although diversity can be enhanced, such a method may not be appropriate in the ...
Boosting, Foundations and Algorithms,Adaptive Computation and Machine Learning,The MIT Press 上传者:fuwell时间:2018-04-11 Boosting原理及在分类上的应用 Boosting原理及在分类上的应用 上传者:selg1984时间:2011-11-25 联合boosting 联合boosting在原有的boosting算法上提出改进 ...
Chapter I: Theoretical Foundations provides a foundation for understanding the concepts of boosting algorithms, including AdaBoost, gradient boosting, and XGBoost. It outlines the motivation for this research, the problem statement, the scope and objectives, and the impact of the findings on society....
www.nature.com/scientificreports OPEN Assessment of resilient modulus of soil using hybrid extreme gradient boosting models Xiangfeng Duan Accurate estimation of the soil resilient modulus (MR) is essential for designing and monitoring pavements. However, experimental methods tend to be time-consuming ...
Boosting: Foundations and Al- gorithms. The MIT Press, 2012.Schapire, R.E., Freund, Y.: Boosting: Foundations and algorithms. MIT press (2012).R. Schapire and Y. Freund. Boosting: Foundations and Algorithms. MIT Press, 2012R. E. Schapire and Y. Freund, Boosting: Foundations and ...
Boosting: Foundations and Algorithms. The MIT Press, 2012.Schapire RE, Freund Y (2012) Boosting: foundations and algorithms. The MIT Press, LondonSchapire RE, Freund Y (2012) Boosting: Foundations and algorithms. MIT pressR. Schapire and Y. Freund, Boosting: Foundations and Algorithms. MIT ...