图 书 馆
随机森林和其他分类的平均连接器的一致性Consistency of random forests and other averaging classifiers |
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| 课程网址: | http://videolectures.net/sip08_biau_corfao/ |
| 主讲教师: | Gérard Biau |
| 开课单位: | 耶鲁大学 |
| 开课时间: | 2008-12-18 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | In the last years of his life, Leo Breiman promoted random forests for use in classification. He suggested using averaging as a means of obtaining good discrimination rules. The base classifiers used for averaging are simple and randomized, often based on random samples from the data. He left a few questions unanswered regarding the consistency of such rules. In this talk, we give a number of theorems that establish the universal consistency of averaging rules. |
| 关 键 词: | 计算机科学; 机器学习; 回归; 统计学习 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2020-06-01：wuyq |
| 阅读次数: | 39 |