图 书 馆
数据挖掘中的随机化方法Randomization Methods in Data Mining |
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| 课程网址: | http://videolectures.net/kdd09_mannila_rmdm/ |
| 主讲教师: | Heikki Mannila |
| 开课单位: | 赫尔辛基大学 |
| 开课时间: | 2009-09-14 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | Data mining research has developed many algorithms for various analysis tasks on large and complex datasets. However, assessing the significance of data mining results has received less attention. Analytical methods are rarely available, and hence one has to use computationally intensive methods. Randomization approaches based on null models provide, at least in principle, a general approach that can be used to obtain empirical p-values for various types of data mining approaches. I review some of the recent work in this area, outlining some of the open questions and problems. |
| 关 键 词: | 数据挖掘研究; 分析任务; 计算密集型 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2019-12-20：lxf |
| 阅读次数: | 57 |