图 书 馆
介绍了提高Introduction to Boosting |
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| 课程网址: | http://videolectures.net/mlss06tw_ratsch_ib/ |
| 主讲教师: | Gunnar Rätsch |
| 开课单位: | 马克斯普朗克研究所 |
| 开课时间: | 2007-02-25 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | This course provides an introduction to theoretical and practical aspects of Boosting and Ensemble Learning. I will begin with a short description of the learning theoretical foundations of weak learners and their linear combination. Then we point out the useful connection between Boosting and the Theory of Optimization, which facilitates the understanding of Boosting and later on enables us to move on to new Boosting algorithms, applicable to a broader spectrum of problems. In the course we will discuss "tricks of the trade", algorithmic issues, experimental results and a few applications. |
| 关 键 词: | 集成学习; 有效连接; Boosting算法 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2020-06-01：吴雨秋(课程编辑志愿者) |
| 阅读次数: | 40 |